Dataset Versions
Versions
Batch 22 - 12207 augmented
v47
· 12 days ago
Batch 22 - 7182 backup
v46
· 12 days ago
Batch 21 - 11745 augmented
v45
· 13 days ago
Batch 21 - 6910 backup
v44
· 13 days ago
Batch 20 - 11177 augmented
v43
· a month ago
Batch 20 - 6576 backup
v42
· a month ago
Batch 19 - 10455 augmented
v41
· a month ago
Batch 19 - 6151 backup
v40
· a month ago
Batch 18 - 9922 augmented
v39
· a month ago
Batch 18 - 5837 backup
v38
· a month ago
Batch 17 - 9718 augmented
v37
· a month ago
Batch 17 - 5717 backup
v36
· a month ago
Batch 16 - 9473 augmented
v35
· 2 months ago
Batch 16 - 5573 backup
v34
· 2 months ago
Batch 15 - 8895 augmented
v33
· 2 months ago
Batch 15 - 5233 backup
v32
· 2 months ago
Batch 14 - 8742 augmented
v31
· 2 months ago
Batch 14 - 5143 backup
v30
· 2 months ago
Batch 13 - 8414 augmented
v29
· 3 months ago
Batch 13 - 4950 backup
v28
· 3 months ago
Batch 12 - 8127 augmented
v26
· 3 months ago
Batch 12 - 4781 backup
v25
· 3 months ago
Batch 11 - 7700 augmented
v24
· 3 months ago
Batch 11 - 4530 backup
v23
· 3 months ago
Batch 10 - 7275 augmented
v21
· 3 months ago
Batch 10 - 4280 backup
v20
· 3 months ago
Batch 9 - 7105 augmented
v19
· 3 months ago
Batch 9 - 4180 backup
v18
· 3 months ago
Batch 8 - 6374 augmented
v17
· 4 months ago
Batch 8 - 3750 backup
v16
· 4 months ago
Batch 7 - 5771 augmented
v15
· 4 months ago
Batch 7 - 3395 backup
v14
· 4 months ago
Batch 6 - 4679 augmented
v13
· 4 months ago
Batch 6 - 2753 backup
v12
· 4 months ago
Batch 5 - 3526 augmented
v11
· 4 months ago
Batch 5 - 2075 backup
v10
· 4 months ago
Batch 4 - 2709 augmented
v9
· 4 months ago
Batch 4 - 1594 backup
v8
· 4 months ago
Batch 3 - 2292 augmented
v7
· 4 months ago
Batch 3 - 1349 backup
v6
· 4 months ago
Batch 2 - 1191 backup
v5
· 4 months ago
Batch 2 - 2024 augmented
v3
· 4 months ago
Batch 1 - 1068 augmented
v2
· 4 months ago
Batch 1 - 629 backup
v1
· 4 months ago
v47
Batch 22 - 12207 augmented
Generated on Dec 15, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
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COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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12207 Total Images
View All Images
Dataset Split
Train Set 82%
10050Images
Valid Set 12%
1441Images
Test Set 6%
716Images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images