Datasets:
query string | image image | annot string | reasoning string | cate string | task string | metadata dict |
|---|---|---|---|---|---|---|
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 20.36/255, bright-core fraction 1.5%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250372.tif",
"label_id": 1,
"label_name": "edge",
"time": 179850,
"position_X": 0.141200000000026,
"position_Z": 7.1874,
"V": 1002.22003572156,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 20.36,
"bright_core_fraction": 0.015,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 19.14/255, bright-core fraction 1.12%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250374.tif",
"label_id": 1,
"label_name": "edge",
"time": 179852,
"position_X": 0.174600000000055,
"position_Z": 7.18809999999999,
"V": 1062.15253141854,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 19.14,
"bright_core_fraction": 0.0112,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 19.8/255, bright-core fraction 1.34%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250376.tif",
"label_id": 1,
"label_name": "edge",
"time": 179854,
"position_X": 0.210000000000036,
"position_Z": 7.18869999999998,
"V": 1083.14957415962,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 19.8,
"bright_core_fraction": 0.0134,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 19.23/255, bright-core fraction 1.4%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250378.tif",
"label_id": 1,
"label_name": "edge",
"time": 179856,
"position_X": 0.246100000000069,
"position_Z": 7.1893,
"V": 1083.14957415961,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 19.23,
"bright_core_fraction": 0.014,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 18.64/255, bright-core fraction 1.06%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250380.tif",
"label_id": 1,
"label_name": "edge",
"time": 179858,
"position_X": 0.282200000000103,
"position_Z": 7.18989999999999,
"V": 1065.06760348684,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 18.64,
"bright_core_fraction": 0.0106,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 18.58/255, bright-core fraction 1.1%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250382.tif",
"label_id": 1,
"label_name": "edge",
"time": 179860,
"position_X": 0.317700000000059,
"position_Z": 7.19029999999998,
"V": 1038.06936184303,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 18.58,
"bright_core_fraction": 0.011,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.95/255, bright-core fraction 0.9%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250384.tif",
"label_id": 1,
"label_name": "edge",
"time": 179862,
"position_X": 0.352300000000014,
"position_Z": 7.19069999999999,
"V": 1005.07163923784,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.95,
"bright_core_fraction": 0.009,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.94/255, bright-core fraction 0.97%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250386.tif",
"label_id": 1,
"label_name": "edge",
"time": 179864,
"position_X": 0.385800000000017,
"position_Z": 7.19110000000001,
"V": 984.041157674391,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.94,
"bright_core_fraction": 0.0097,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.72/255, bright-core fraction 0.8%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250388.tif",
"label_id": 1,
"label_name": "edge",
"time": 179866,
"position_X": 0.418599999999969,
"position_Z": 7.19139999999999,
"V": 972.018518343688,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.72,
"bright_core_fraction": 0.008,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.58/255, bright-core fraction 0.89%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250390.tif",
"label_id": 1,
"label_name": "edge",
"time": 179868,
"position_X": 0.451000000000022,
"position_Z": 7.19159999999999,
"V": 972.041665775218,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.58,
"bright_core_fraction": 0.0089,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.32/255, bright-core fraction 0.84%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250392.tif",
"label_id": 1,
"label_name": "edge",
"time": 179870,
"position_X": 0.483400000000074,
"position_Z": 7.1919,
"V": 972.018518343682,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.32,
"bright_core_fraction": 0.0084,
"norm_low_u... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 16.96/255, bright-core fraction 0.79%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250394.tif",
"label_id": 1,
"label_name": "edge",
"time": 179872,
"position_X": 0.515800000000127,
"position_Z": 7.19209999999998,
"V": 975.018461364501,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 16.96,
"bright_core_fraction": 0.0079,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.45/255, bright-core fraction 0.85%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250396.tif",
"label_id": 1,
"label_name": "edge",
"time": 179874,
"position_X": 0.548300000000154,
"position_Z": 7.19229999999999,
"V": 966.004658370118,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.45,
"bright_core_fraction": 0.0085,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.35/255, bright-core fraction 0.88%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250398.tif",
"label_id": 1,
"label_name": "edge",
"time": 179876,
"position_X": 0.580500000000029,
"position_Z": 7.19239999999999,
"V": 957.018808591117,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.35,
"bright_core_fraction": 0.0088,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.72/255, bright-core fraction 1.02%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250400.tif",
"label_id": 1,
"label_name": "edge",
"time": 179878,
"position_X": 0.61239999999998,
"position_Z": 7.1926,
"V": 942.019108088737,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.72,
"bright_core_fraction": 0.0102,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.68/255, bright-core fraction 0.86%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250402.tif",
"label_id": 1,
"label_name": "edge",
"time": 179880,
"position_X": 0.643800000000056,
"position_Z": 7.19280000000001,
"V": 921.004885981254,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.68,
"bright_core_fraction": 0.0086,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 16.94/255, bright-core fraction 0.79%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250404.tif",
"label_id": 1,
"label_name": "edge",
"time": 179882,
"position_X": 0.67450000000008,
"position_Z": 7.19289999999998,
"V": 909.01980176144,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 16.94,
"bright_core_fraction": 0.0079,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 16.93/255, bright-core fraction 0.82%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250406.tif",
"label_id": 1,
"label_name": "edge",
"time": 179884,
"position_X": 0.704799999999977,
"position_Z": 7.19309999999999,
"V": 903.004983380203,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 16.93,
"bright_core_fraction": 0.0082,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 16.88/255, bright-core fraction 0.74%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250408.tif",
"label_id": 1,
"label_name": "edge",
"time": 179886,
"position_X": 0.734900000000152,
"position_Z": 7.19319999999999,
"V": 903.004983373382,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 16.88,
"bright_core_fraction": 0.0074,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 16.68/255, bright-core fraction 0.79%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250410.tif",
"label_id": 1,
"label_name": "edge",
"time": 179888,
"position_X": 0.7650000000001,
"position_Z": 7.19329999999999,
"V": 905.999999997675,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 16.68,
"bright_core_fraction": 0.0079,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 16.64/255, bright-core fraction 0.71%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250412.tif",
"label_id": 1,
"label_name": "edge",
"time": 179890,
"position_X": 0.795200000000023,
"position_Z": 7.19329999999999,
"V": 909.004950485313,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 16.64,
"bright_core_fraction": 0.0071,
"... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.23/255, bright-core fraction 0.79%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250414.tif",
"label_id": 1,
"label_name": "edge",
"time": 179892,
"position_X": 0.825500000000147,
"position_Z": 7.1934,
"V": 918.00490194236,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.23,
"bright_core_fraction": 0.0079,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 16.7/255, bright-core fraction 0.62%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250416.tif",
"label_id": 1,
"label_name": "edge",
"time": 179894,
"position_X": 0.856099999999969,
"position_Z": 7.1935,
"V": 915.004918021808,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 16.7,
"bright_core_fraction": 0.0062,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.12/255, bright-core fraction 0.74%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250418.tif",
"label_id": 1,
"label_name": "edge",
"time": 179896,
"position_X": 0.886600000000044,
"position_Z": 7.1936,
"V": 915.000000002237,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.12,
"bright_core_fraction": 0.0074,
"norm_low_u... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.06/255, bright-core fraction 0.75%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250420.tif",
"label_id": 1,
"label_name": "edge",
"time": 179898,
"position_X": 0.917100000000119,
"position_Z": 7.1936,
"V": 908.999999996922,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.06,
"bright_core_fraction": 0.0075,
"norm_low_u... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 17.32/255, bright-core fraction 0.77%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250422.tif",
"label_id": 1,
"label_name": "edge",
"time": 179900,
"position_X": 0.947400000000016,
"position_Z": 7.1936,
"V": 903.004983373379,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 17.32,
"bright_core_fraction": 0.0077,
"norm_low_u... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 18.67/255, bright-core fraction 1.01%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250424.tif",
"label_id": 1,
"label_name": "edge",
"time": 179902,
"position_X": 0.977499999999964,
"position_Z": 7.19369999999998,
"V": 903.00000000525,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 18.67,
"bright_core_fraction": 0.0101,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 19.12/255, bright-core fraction 1.19%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250426.tif",
"label_id": 1,
"label_name": "edge",
"time": 179904,
"position_X": 1.00760000000014,
"position_Z": 7.19369999999998,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 19.12,
"bright_core_fraction": 0.0119,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 19.1/255, bright-core fraction 1.16%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250428.tif",
"label_id": 1,
"label_name": "edge",
"time": 179906,
"position_X": 1.03760000000011,
"position_Z": 7.19369999999998,
"V": 903.004983373382,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 19.1,
"bright_core_fraction": 0.0116,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 19.87/255, bright-core fraction 1.37%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250430.tif",
"label_id": 1,
"label_name": "edge",
"time": 179908,
"position_X": 1.06770000000006,
"position_Z": 7.19379999999998,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 19.87,
"bright_core_fraction": 0.0137,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 20.56/255, bright-core fraction 1.55%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250432.tif",
"label_id": 1,
"label_name": "edge",
"time": 179910,
"position_X": 1.09780000000001,
"position_Z": 7.19379999999998,
"V": 906.000000004497,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 20.56,
"bright_core_fraction": 0.0155,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 20.09/255, bright-core fraction 1.45%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250434.tif",
"label_id": 1,
"label_name": "edge",
"time": 179912,
"position_X": 1.12800000000016,
"position_Z": 7.19379999999998,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 20.09,
"bright_core_fraction": 0.0145,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 20.46/255, bright-core fraction 1.53%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250436.tif",
"label_id": 1,
"label_name": "edge",
"time": 179914,
"position_X": 1.1581000000001,
"position_Z": 7.19379999999998,
"V": 909.004950478492,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 20.46,
"bright_core_fraction": 0.0153,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 24.06/255, bright-core fraction 2.46%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250438.tif",
"label_id": 1,
"label_name": "edge",
"time": 179916,
"position_X": 1.1884,
"position_Z": 7.19389999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 24.06,
"bright_core_fraction": 0.0246,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 24.58/255, bright-core fraction 2.28%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250440.tif",
"label_id": 1,
"label_name": "edge",
"time": 179918,
"position_X": 1.21839999999997,
"position_Z": 7.19389999999999,
"V": 900.000000006003,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 24.58,
"bright_core_fraction": 0.0228,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 21.98/255, bright-core fraction 1.66%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250442.tif",
"label_id": 1,
"label_name": "edge",
"time": 179920,
"position_X": 1.24840000000017,
"position_Z": 7.19389999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 21.98,
"bright_core_fraction": 0.0166,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 22.78/255, bright-core fraction 1.86%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250444.tif",
"label_id": 1,
"label_name": "edge",
"time": 179922,
"position_X": 1.27840000000015,
"position_Z": 7.19389999999999,
"V": 894.000000000688,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 22.78,
"bright_core_fraction": 0.0186,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.38/255, bright-core fraction 1.91%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250446.tif",
"label_id": 1,
"label_name": "edge",
"time": 179924,
"position_X": 1.30820000000017,
"position_Z": 7.19389999999999,
"V": 893.999999993866,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.38,
"bright_core_fraction": 0.0191,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.94/255, bright-core fraction 1.89%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250448.tif",
"label_id": 1,
"label_name": "edge",
"time": 179926,
"position_X": 1.33799999999997,
"position_Z": 7.19389999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.94,
"bright_core_fraction": 0.0189,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.67/255, bright-core fraction 1.72%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250450.tif",
"label_id": 1,
"label_name": "edge",
"time": 179928,
"position_X": 1.36789999999996,
"position_Z": 7.19389999999999,
"V": 891.000000001441,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.67,
"bright_core_fraction": 0.0172,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 24.07/255, bright-core fraction 1.92%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250452.tif",
"label_id": 1,
"label_name": "edge",
"time": 179930,
"position_X": 1.39760000000001,
"position_Z": 7.19389999999999,
"V": 894.000000000688,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 24.07,
"bright_core_fraction": 0.0192,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 25.07/255, bright-core fraction 2.09%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250454.tif",
"label_id": 1,
"label_name": "edge",
"time": 179932,
"position_X": 1.42740000000003,
"position_Z": 7.19389999999999,
"V": 894.000000000688,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 25.07,
"bright_core_fraction": 0.0209,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 25.04/255, bright-core fraction 2.08%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250456.tif",
"label_id": 1,
"label_name": "edge",
"time": 179934,
"position_X": 1.45720000000006,
"position_Z": 7.19389999999999,
"V": 894.000000000688,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 25.04,
"bright_core_fraction": 0.0208,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 24.99/255, bright-core fraction 2.05%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250458.tif",
"label_id": 1,
"label_name": "edge",
"time": 179936,
"position_X": 1.48700000000008,
"position_Z": 7.19389999999999,
"V": 900.004999985293,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 24.99,
"bright_core_fraction": 0.0205,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 26.09/255, bright-core fraction 2.23%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250460.tif",
"label_id": 1,
"label_name": "edge",
"time": 179938,
"position_X": 1.51700000000005,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 26.09,
"bright_core_fraction": 0.0223,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.17/255, bright-core fraction 2.63%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250462.tif",
"label_id": 1,
"label_name": "edge",
"time": 179940,
"position_X": 1.54700000000003,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.17,
"bright_core_fraction": 0.0263,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 25.97/255, bright-core fraction 2.27%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250464.tif",
"label_id": 1,
"label_name": "edge",
"time": 179942,
"position_X": 1.577,
"position_Z": 7.19399999999999,
"V": 903.00000000525,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 25.97,
"bright_core_fraction": 0.0227,
"norm_low_uint... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 25.28/255, bright-core fraction 1.91%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250466.tif",
"label_id": 1,
"label_name": "edge",
"time": 179944,
"position_X": 1.60710000000017,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 25.28,
"bright_core_fraction": 0.0191,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.69/255, bright-core fraction 1.35%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250468.tif",
"label_id": 1,
"label_name": "edge",
"time": 179946,
"position_X": 1.63720000000012,
"position_Z": 7.19399999999999,
"V": 905.999999997675,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.69,
"bright_core_fraction": 0.0135,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.47/255, bright-core fraction 1.38%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250470.tif",
"label_id": 1,
"label_name": "edge",
"time": 179948,
"position_X": 1.66740000000004,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.47,
"bright_core_fraction": 0.0138,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.28/255, bright-core fraction 1.23%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250472.tif",
"label_id": 1,
"label_name": "edge",
"time": 179950,
"position_X": 1.69749999999999,
"position_Z": 7.19399999999999,
"V": 903.00000000525,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.28,
"bright_core_fraction": 0.0123,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.33/255, bright-core fraction 1.32%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250474.tif",
"label_id": 1,
"label_name": "edge",
"time": 179952,
"position_X": 1.72760000000017,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.33,
"bright_core_fraction": 0.0132,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 24.28/255, bright-core fraction 1.4%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250476.tif",
"label_id": 1,
"label_name": "edge",
"time": 179954,
"position_X": 1.75750000000016,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 24.28,
"bright_core_fraction": 0.014,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 22.8/255, bright-core fraction 1.1%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250478.tif",
"label_id": 1,
"label_name": "edge",
"time": 179956,
"position_X": 1.78760000000011,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 22.8,
"bright_core_fraction": 0.011,
"nor... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 22.54/255, bright-core fraction 0.98%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250480.tif",
"label_id": 1,
"label_name": "edge",
"time": 179958,
"position_X": 1.81750000000011,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 22.54,
"bright_core_fraction": 0.0098,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.06/255, bright-core fraction 1.03%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250482.tif",
"label_id": 1,
"label_name": "edge",
"time": 179960,
"position_X": 1.84760000000006,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.06,
"bright_core_fraction": 0.0103,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.18/255, bright-core fraction 0.68%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250484.tif",
"label_id": 1,
"label_name": "edge",
"time": 179962,
"position_X": 1.87760000000003,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.18,
"bright_core_fraction": 0.0068,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.77/255, bright-core fraction 0.89%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250486.tif",
"label_id": 1,
"label_name": "edge",
"time": 179964,
"position_X": 1.90769999999998,
"position_Z": 7.19399999999999,
"V": 900.000000006003,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.77,
"bright_core_fraction": 0.0089,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 23.55/255, bright-core fraction 0.88%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250488.tif",
"label_id": 1,
"label_name": "edge",
"time": 179966,
"position_X": 1.93770000000018,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 23.55,
"bright_core_fraction": 0.0088,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 24.57/255, bright-core fraction 1.43%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250490.tif",
"label_id": 1,
"label_name": "edge",
"time": 179968,
"position_X": 1.96770000000015,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 24.57,
"bright_core_fraction": 0.0143,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 26.64/255, bright-core fraction 2.12%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250492.tif",
"label_id": 1,
"label_name": "edge",
"time": 179970,
"position_X": 1.99770000000012,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 26.64,
"bright_core_fraction": 0.0212,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.26/255, bright-core fraction 2.75%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250494.tif",
"label_id": 1,
"label_name": "edge",
"time": 179972,
"position_X": 2.0277000000001,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.26,
"bright_core_fraction": 0.0275,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 26.7/255, bright-core fraction 2.29%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250496.tif",
"label_id": 1,
"label_name": "edge",
"time": 179974,
"position_X": 2.05760000000009,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 26.7,
"bright_core_fraction": 0.0229,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.96/255, bright-core fraction 2.55%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250498.tif",
"label_id": 1,
"label_name": "edge",
"time": 179976,
"position_X": 2.08750000000009,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.96,
"bright_core_fraction": 0.0255,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 25.65/255, bright-core fraction 1.04%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250500.tif",
"label_id": 1,
"label_name": "edge",
"time": 179978,
"position_X": 2.11740000000009,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 25.65,
"bright_core_fraction": 0.0104,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 25.19/255, bright-core fraction 1.08%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250502.tif",
"label_id": 1,
"label_name": "edge",
"time": 179980,
"position_X": 2.14730000000009,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 25.19,
"bright_core_fraction": 0.0108,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 26.65/255, bright-core fraction 2.01%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250504.tif",
"label_id": 1,
"label_name": "edge",
"time": 179982,
"position_X": 2.17720000000008,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 26.65,
"bright_core_fraction": 0.0201,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.21/255, bright-core fraction 2.2%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250506.tif",
"label_id": 1,
"label_name": "edge",
"time": 179984,
"position_X": 2.20720000000006,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.21,
"bright_core_fraction": 0.022,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.77/255, bright-core fraction 2.22%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250508.tif",
"label_id": 1,
"label_name": "edge",
"time": 179986,
"position_X": 2.23710000000005,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.77,
"bright_core_fraction": 0.0222,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 28.9/255, bright-core fraction 3.73%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250510.tif",
"label_id": 1,
"label_name": "edge",
"time": 179988,
"position_X": 2.26710000000003,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 28.9,
"bright_core_fraction": 0.0373,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 29.19/255, bright-core fraction 3.46%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250512.tif",
"label_id": 1,
"label_name": "edge",
"time": 179990,
"position_X": 2.2971,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 29.19,
"bright_core_fraction": 0.0346,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 28.22/255, bright-core fraction 2.98%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250514.tif",
"label_id": 1,
"label_name": "edge",
"time": 179992,
"position_X": 2.32709999999997,
"position_Z": 7.19399999999999,
"V": 900.000000006003,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 28.22,
"bright_core_fraction": 0.0298,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 29.86/255, bright-core fraction 2.96%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250516.tif",
"label_id": 1,
"label_name": "edge",
"time": 179994,
"position_X": 2.35710000000017,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 29.86,
"bright_core_fraction": 0.0296,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.44/255, bright-core fraction 2.02%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250518.tif",
"label_id": 1,
"label_name": "edge",
"time": 179996,
"position_X": 2.38720000000012,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.44,
"bright_core_fraction": 0.0202,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.36/255, bright-core fraction 2.12%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250520.tif",
"label_id": 1,
"label_name": "edge",
"time": 179998,
"position_X": 2.41730000000007,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.36,
"bright_core_fraction": 0.0212,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 26.06/255, bright-core fraction 1.37%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250522.tif",
"label_id": 1,
"label_name": "edge",
"time": 180000,
"position_X": 2.44740000000002,
"position_Z": 7.19399999999999,
"V": 902.999999998428,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 26.06,
"bright_core_fraction": 0.0137,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.39/255, bright-core fraction 1.91%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250524.tif",
"label_id": 1,
"label_name": "edge",
"time": 180002,
"position_X": 2.47749999999996,
"position_Z": 7.19399999999999,
"V": 906.000000004497,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.39,
"bright_core_fraction": 0.0191,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 26.39/255, bright-core fraction 1.62%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250526.tif",
"label_id": 1,
"label_name": "edge",
"time": 180004,
"position_X": 2.50770000000011,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 26.39,
"bright_core_fraction": 0.0162,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.38/255, bright-core fraction 2.21%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250528.tif",
"label_id": 1,
"label_name": "edge",
"time": 180006,
"position_X": 2.53770000000009,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.38,
"bright_core_fraction": 0.0221,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.09/255, bright-core fraction 1.89%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250530.tif",
"label_id": 1,
"label_name": "edge",
"time": 180008,
"position_X": 2.56770000000006,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.09,
"bright_core_fraction": 0.0189,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.21/255, bright-core fraction 2.0%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250532.tif",
"label_id": 1,
"label_name": "edge",
"time": 180010,
"position_X": 2.59770000000003,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.21,
"bright_core_fraction": 0.02,
"nor... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 29.05/255, bright-core fraction 2.75%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250534.tif",
"label_id": 1,
"label_name": "edge",
"time": 180012,
"position_X": 2.6277,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 29.05,
"bright_core_fraction": 0.0275,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.65/255, bright-core fraction 1.78%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250536.tif",
"label_id": 1,
"label_name": "edge",
"time": 180014,
"position_X": 2.65769999999998,
"position_Z": 7.19399999999999,
"V": 900.000000006003,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.65,
"bright_core_fraction": 0.0178,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 27.42/255, bright-core fraction 1.73%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250538.tif",
"label_id": 1,
"label_name": "edge",
"time": 180016,
"position_X": 2.68770000000018,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 27.42,
"bright_core_fraction": 0.0173,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 30.17/255, bright-core fraction 2.8%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250540.tif",
"label_id": 1,
"label_name": "edge",
"time": 180018,
"position_X": 2.71760000000017,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 30.17,
"bright_core_fraction": 0.028,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 29.55/255, bright-core fraction 2.6%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250542.tif",
"label_id": 1,
"label_name": "edge",
"time": 180020,
"position_X": 2.74750000000017,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 29.55,
"bright_core_fraction": 0.026,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 30.33/255, bright-core fraction 3.58%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250544.tif",
"label_id": 1,
"label_name": "edge",
"time": 180022,
"position_X": 2.77750000000015,
"position_Z": 7.19399999999999,
"V": 897.005016708314,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 30.33,
"bright_core_fraction": 0.0358,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 31.59/255, bright-core fraction 3.98%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250546.tif",
"label_id": 1,
"label_name": "edge",
"time": 180024,
"position_X": 2.80740000000014,
"position_Z": 7.19389999999999,
"V": 900.004999985293,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 31.59,
"bright_core_fraction": 0.0398,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 31.34/255, bright-core fraction 3.2%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250548.tif",
"label_id": 1,
"label_name": "edge",
"time": 180026,
"position_X": 2.83740000000012,
"position_Z": 7.19399999999999,
"V": 896.999999999935,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 31.34,
"bright_core_fraction": 0.032,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 33.18/255, bright-core fraction 4.3%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250550.tif",
"label_id": 1,
"label_name": "edge",
"time": 180028,
"position_X": 2.86730000000011,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 33.18,
"bright_core_fraction": 0.043,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 32.76/255, bright-core fraction 4.08%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250552.tif",
"label_id": 1,
"label_name": "edge",
"time": 180030,
"position_X": 2.89730000000009,
"position_Z": 7.19399999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 32.76,
"bright_core_fraction": 0.0408,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 32.43/255, bright-core fraction 4.88%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250554.tif",
"label_id": 1,
"label_name": "edge",
"time": 180032,
"position_X": 2.92730000000006,
"position_Z": 7.19399999999999,
"V": 900.004999985293,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 32.43,
"bright_core_fraction": 0.0488,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 33.67/255, bright-core fraction 4.71%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250556.tif",
"label_id": 1,
"label_name": "edge",
"time": 180034,
"position_X": 2.95730000000003,
"position_Z": 7.19389999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 33.67,
"bright_core_fraction": 0.0471,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 33.77/255, bright-core fraction 5.14%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250558.tif",
"label_id": 1,
"label_name": "edge",
"time": 180036,
"position_X": 2.9873,
"position_Z": 7.19389999999999,
"V": 900.004999985293,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 33.77,
"bright_core_fraction": 0.0514,
"norm_low_ui... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 32.87/255, bright-core fraction 4.36%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250560.tif",
"label_id": 1,
"label_name": "edge",
"time": 180038,
"position_X": 3.01729999999998,
"position_Z": 7.19399999999999,
"V": 900.004999992114,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 32.87,
"bright_core_fraction": 0.0436,
"n... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 32.03/255, bright-core fraction 3.9%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250562.tif",
"label_id": 1,
"label_name": "edge",
"time": 180040,
"position_X": 3.04730000000018,
"position_Z": 7.19389999999999,
"V": 900.004999985293,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 32.03,
"bright_core_fraction": 0.039,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 32.0/255, bright-core fraction 3.5%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250564.tif",
"label_id": 1,
"label_name": "edge",
"time": 180042,
"position_X": 3.07730000000015,
"position_Z": 7.19399999999999,
"V": 903.004983373382,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 32,
"bright_core_fraction": 0.035,
"norm_... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 33.23/255, bright-core fraction 5.06%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250566.tif",
"label_id": 1,
"label_name": "edge",
"time": 180044,
"position_X": 3.1074000000001,
"position_Z": 7.19389999999999,
"V": 899.999999999181,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 33.23,
"bright_core_fraction": 0.0506,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 31.8/255, bright-core fraction 3.94%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250568.tif",
"label_id": 1,
"label_name": "edge",
"time": 180046,
"position_X": 3.13740000000007,
"position_Z": 7.19389999999999,
"V": 903.004983373382,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 31.8,
"bright_core_fraction": 0.0394,
"no... | |
This is a near-infrared (NIR) thermal image of a laser powder-bed-fusion meltpool. Classify the meltpool's thermal state. Choose exactly one of: baseline, edge, underheat, strong underheat, overheat, strong overheat. | edge | The emission pattern is transitional and asymmetric rather than a fully developed central pool (mean intensity 31.72/255, bright-core fraction 4.18%), the signature seen at the edge of a scan track / meltpool region. This corresponds to the edge class. | meltpool_thermal_state | meltpool_thermal_state_classification | {
"sample": 588,
"source_tif": "588_250570.tif",
"label_id": 1,
"label_name": "edge",
"time": 180048,
"position_X": 3.16750000000002,
"position_Z": 7.19399999999999,
"V": 900.004999985293,
"image_height": 250,
"image_width": 250,
"mean_intensity_8bit": 31.72,
"bright_core_fraction": 0.0418,
"n... |
End of preview. Expand in Data Studio
NIR Meltpool Thermal-State VQA
A visual-question-answering dataset for training vision-language models to classify
the thermal state of a laser powder-bed-fusion (LPBF) meltpool from a single
near-infrared (NIR) frame. Derived from the hyperspectral_nir_meltpool_dataset
(sample 588).
Task
Given one 250x250 NIR meltpool image, answer the fixed query by choosing one of
six thermal-state classes.
| id | label | id | label |
|---|---|---|---|
| 0 | baseline | 3 | strong underheat |
| 1 | edge | 4 | overheat |
| 2 | underheat | 5 | strong overheat |
Classes present in this release: only sample 588 images were available, so only baseline, edge, strong underheat appear. The
querystill lists all six options and the schema supports all six for when the remaining samples are added.
Record schema
Each record has the fields:
- query — the question (fixed, lists all six options).
- image — the NIR frame (embedded PNG; HF
Imagefeature). - annot — ground-truth class name (the answer), from the source CSV
label. - reasoning — a grounded chain-of-thought referencing the frame's NIR intensity.
- cate —
meltpool_thermal_state. - task —
meltpool_thermal_state_classification. - metadata — provenance & process signals: source TIF name,
label_id, stage position (position_X,position_Z),V, capturetime, per-image intensity stats, and the global normalization constants.
Splits
Total: 77,280 records.
| split | count | per class |
|---|---|---|
| train | 61,825 | baseline: 39,654, edge: 13,051, strong underheat: 9,120 |
| validation | 7,728 | baseline: 4,957, edge: 1,631, strong underheat: 1,140 |
| test | 7,727 | baseline: 4,956, edge: 1,631, strong underheat: 1,140 |
Split strategy — leakage-aware. Frames are ~2 us apart and adjacent frames are near-duplicates. Splitting is time-block stratified: within each label the frames are ordered by capture time and cut into 10 contiguous blocks (8 train / 1 validation / 1 test), so near-duplicate neighbours stay in the same split.
Image processing
Source TIFs are single-channel uint16. They are mapped to 8-bit RGB PNG with a
single global linear normalization (clip to the dataset-wide 1st/99th
percentile, [norm_low_uint16, norm_high_uint16], then scale to 0-255) and
channel-replicated. Global (not per-image) normalization is deliberate: absolute
brightness is the physical cue that distinguishes under- vs over-heated pools, and
per-image contrast stretching would destroy it.
Usage
from datasets import load_dataset
ds = load_dataset("YOUR_USERNAME/YOUR_REPO")
ex = ds["train"][0]
ex["image"] # PIL.Image
ex["query"], ex["annot"], ex["reasoning"]
ex["metadata"]["label_id"]
Provenance & license
Converted from hyperspectral_nir_meltpool_dataset.csv +
hyperspectral_nir_meltpool_images_2.zip (sample 588). Ground-truth labels come
directly from the CSV label column, matched to images by exact filename
(verified 1:1 for all 77,280 frames). Released under CC-BY-4.0; if the upstream
meltpool dataset carries a different license, update this field before publishing.
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