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DATASET: |
|
TRAIN: |
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TYPE: 'Halpe_26' |
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ROOT: './data/halpe/' |
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IMG_PREFIX: 'images/train2015' |
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ANN: 'annotations/halpe_train_v1.json' |
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AUG: |
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FLIP: true |
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ROT_FACTOR: 40 |
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SCALE_FACTOR: 0.3 |
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NUM_JOINTS_HALF_BODY: 11 |
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PROB_HALF_BODY: -1 |
|
VAL: |
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TYPE: 'Halpe_26' |
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ROOT: './data/halpe/' |
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IMG_PREFIX: 'images/val2017' |
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ANN: 'annotations/halpe_val_v1.json' |
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TEST: |
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TYPE: 'Halpe_26_det' |
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ROOT: './data/halpe/' |
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IMG_PREFIX: 'images/val2017' |
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DET_FILE: './exp/json/test_det_yolo.json' |
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ANN: 'annotations/halpe_val_v1.json' |
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DATA_PRESET: |
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TYPE: 'simple' |
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SIGMA: 2 |
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NUM_JOINTS: 26 |
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IMAGE_SIZE: |
|
- 256 |
|
- 192 |
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HEATMAP_SIZE: |
|
- 64 |
|
- 48 |
|
MODEL: |
|
TYPE: 'FastPose' |
|
PRETRAINED: '' |
|
TRY_LOAD: '' |
|
NUM_DECONV_FILTERS: |
|
- 256 |
|
- 256 |
|
- 256 |
|
NUM_LAYERS: 50 |
|
LOSS: |
|
TYPE: 'MSELoss' |
|
DETECTOR: |
|
NAME: 'yolo' |
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CONFIG: 'detector/yolo/cfg/yolov3-spp.cfg' |
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WEIGHTS: 'detector/yolo/data/yolov3-spp.weights' |
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NMS_THRES: 0.6 |
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CONFIDENCE: 0.05 |
|
TRAIN: |
|
WORLD_SIZE: 4 |
|
BATCH_SIZE: 48 |
|
BEGIN_EPOCH: 0 |
|
END_EPOCH: 200 |
|
OPTIMIZER: 'adam' |
|
LR: 0.001 |
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LR_FACTOR: 0.1 |
|
LR_STEP: |
|
- 50 |
|
- 70 |
|
DPG_MILESTONE: 90 |
|
DPG_STEP: |
|
- 110 |
|
- 130 |
|
|