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C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\sideswipe_review\contact_sheets\index.csv
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C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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C:\Users\rober\DataForge\output\processed\video_frames\260821140846_DCF_1_frame00011.jpg
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{ "row_index": 219, "columns": [ "source_video", "day_folder", "channel", "video_timestamp", "max_diff", "max_frame_idx", "n_frames", "approx_sec" ] }
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "7efe7e7e004c2000", "duplicate_of": null, "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRIVE_REC_MANUAL\\260819\\260819102735_DCF_1.MP4", "timestamp_sec": 26 }
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5
{ "row_index": 7639, "columns": [ "label_id", "day_folder", "sheet_file", "frame_path", "source_video", "video_timestamp", "frame_index" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\sideswipe_review\contact_sheets\index.csv
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13
{ "row_index": 1317, "columns": [ "source_video", "day_folder", "channel", "video_timestamp", "max_diff", "max_frame_idx", "n_frames", "approx_sec" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\sideswipe_scan.csv
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "f8f8981810b0f000", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260819134107_DCF_1_frame00001.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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{ "frame_path": "normal_driving/260822152008_DCF_1_000.jpg", "label": "normal_driving", "source_video": "260822152008_DCF_1.MP4", "recording_mode": "manual", "day_folder": 260822, "camera": "front", "event_code": "DCF", "video_timestamp": 260822152008, "frame_index": 0, "sample_interval_sec": 5, "...
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{ "row_index": 9757, "columns": [ "frame_path", "label", "source_video", "recording_mode", "day_folder", "camera", "event_code", "video_timestamp", "frame_index", "sample_interval_sec", "quad_position", "split" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "7838181800387800", "duplicate_of": "C:\\Users\\rober\\DataForge\\raw_data\\DRIVE_REC_MANUAL\\training_dataset\\normal_driving\\260819133908_DCF_1_004.jpg", "format": "JPEG" }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\normal_driving\260819134007_DCF_2_004.jpg
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "00343c3c3c3c3800", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260819092027_DCF_2_frame00001.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "fcdc1c1800181800", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260820063530_DCF_2_frame00005.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "18581818003e7f3c", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260819111041_DCF_2_frame00003.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "18181818183c7f3c", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260819110853_DCF_2_frame00000.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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{ "frame_path": "normal_driving/260820090637_DCF_2_005.jpg", "label": "normal_driving", "source_video": "260820090637_DCF_2.MP4", "recording_mode": "manual", "day_folder": 260820, "camera": "rear", "event_code": "DCF", "video_timestamp": 260820090637, "frame_index": 5, "sample_interval_sec": 5, "q...
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{ "row_index": 3467, "columns": [ "frame_path", "label", "source_video", "recording_mode", "day_folder", "camera", "event_code", "video_timestamp", "frame_index", "sample_interval_sec", "quad_position", "split" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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{ "label_id": 931, "day_folder": 260820, "sheet_file": "sheet_260820_0720.jpg", "frame_path": "normal_driving/260820085105_DCF_2_000.jpg", "source_video": "260820085105_DCF_2.MP4", "video_timestamp": 260820085105 }
0
{ "row_index": 2445, "columns": [ "label_id", "day_folder", "sheet_file", "frame_path", "source_video", "video_timestamp", "frame_index" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\sideswipe_review\contact_sheets\index.csv
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{ "row_index": 2209, "columns": [ "frame_path", "label", "source_video", "recording_mode", "day_folder", "camera", "event_code", "video_timestamp", "frame_index", "sample_interval_sec", "quad_position", "split" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "f0f8787030f86000", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260820085605_DCF_1_frame00007.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "7f7f3e3000100000", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260819134007_DCF_1_frame00002.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
C:\Users\rober\DataForge\output\processed\video_frames\260820063630_DCF_2_frame00008.jpg
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "fbfd989880181800", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260820064031_DCF_2_frame00011.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
C:\Users\rober\DataForge\output\processed\video_frames\260821065339_DCF_1_frame00004.jpg
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{ "frame_path": "normal_driving/260820092816_DCF_1_002.jpg", "label": "normal_driving", "source_video": "260820092816_DCF_1.MP4", "recording_mode": "manual", "day_folder": 260820, "camera": "front", "event_code": "DCF", "video_timestamp": 260820092816, "frame_index": 2, "sample_interval_sec": 5, "...
"train"
{ "row_index": 3700, "columns": [ "frame_path", "label", "source_video", "recording_mode", "day_folder", "camera", "event_code", "video_timestamp", "frame_index", "sample_interval_sec", "quad_position", "split" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "1d1d190800183800", "duplicate_of": null, "format": "JPEG" }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\normal_driving\260821070639_DCF_1_003.jpg
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{ "label_id": 1765, "day_folder": 260820, "sheet_file": "sheet_260820_1440.jpg", "frame_path": "normal_driving/260820103455_DCF_1_005.jpg", "source_video": "260820103455_DCF_1.MP4", "video_timestamp": 260820103455 }
5
{ "row_index": 3279, "columns": [ "label_id", "day_folder", "sheet_file", "frame_path", "source_video", "video_timestamp", "frame_index" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\sideswipe_review\contact_sheets\index.csv
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "30f8f8301078f800", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260821113539_DCF_1_frame00000.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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{ "frame_path": "normal_driving/260820083904_DCF_1_003.jpg", "label": "normal_driving", "source_video": "260820083904_DCF_1.MP4", "recording_mode": "manual", "day_folder": 260820, "camera": "front", "event_code": "DCF", "video_timestamp": 260820083904, "frame_index": 3, "sample_interval_sec": 5, "...
"test"
{ "row_index": 2931, "columns": [ "frame_path", "label", "source_video", "recording_mode", "day_folder", "camera", "event_code", "video_timestamp", "frame_index", "sample_interval_sec", "quad_position", "split" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "1f1f1c1800383c00", "duplicate_of": "C:\\Users\\rober\\DataForge\\raw_data\\DRIVE_REC_MANUAL\\training_dataset\\normal_driving\\260820063230_DCF_1_000.jpg", "format": "JPEG" }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\normal_driving\260821095721_DCF_1_001.jpg
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "1e3e1e1c1c181000", "duplicate_of": null, "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRIVE_REC_MANUAL\\260822\\260822171636_DCF_1.MP4", "timestamp_sec": 0 }
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "70f8f81000307f01", "duplicate_of": null, "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRIVE_REC_MANUAL\\260822\\260822150026_DCF_1.MP4", "timestamp_sec": 8 }
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{ "frame_path": "normal_driving/260820070912_DCF_2_003.jpg", "label": "normal_driving", "source_video": "260820070912_DCF_2.MP4", "recording_mode": "manual", "day_folder": 260820, "camera": "rear", "event_code": "DCF", "video_timestamp": 260820070912, "frame_index": 3, "sample_interval_sec": 5, "q...
"train"
{ "row_index": 2544, "columns": [ "frame_path", "label", "source_video", "recording_mode", "day_folder", "camera", "event_code", "video_timestamp", "frame_index", "sample_interval_sec", "quad_position", "split" ] }
C:\Users\rober\DataForge\raw_data\DRIVE_REC_MANUAL\training_dataset\manifest.csv
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "707b7b3830102000", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260819135407_DCF_2_frame00010.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
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"video_frames"
{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "e0ffff9e00183800", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260821114639_DCF_2_frame00003.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
C:\Users\rober\DataForge\output\processed\video_frames\260821114639_DCF_2_frame00005.jpg
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{ "original_size": [ 1920, 1080 ], "processed_size": [ 224, 224 ], "phash": "7cfcf8f8f0f08000", "duplicate_of": "C:\\Users\\rober\\DataForge\\output\\processed\\video_frames\\260819101936_DCF_1_frame00008.jpg", "format": "JPEG", "source_video": "C:\\Users\\rober\\DataForge\\raw_data\\DRI...
C:\Users\rober\DataForge\output\processed\video_frames\260821170741_DCF_1_frame00012.jpg
image_e56f2ba69bb4192a
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End of preview. Expand in Data Studio

dataforge-20260905T082520

Training dataset generated with DataForge: 22552 records (22550 tabular, 2 text).

  • Records: 59344
  • By type: {'text': 2, 'tabular': 22550, 'image': 11777, 'video': 25015}
  • Splits: {'train': 47277, 'val': 5909, 'test': 5911}

Generated locally with DataForge (text/tabular/image/video/document -> a single deduplicated, unified-schema JSONL dataset).

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