Dataset Versions
Versions
v7_rebalanced
v15
· 2 years ago
v7_aug
v14
· 2 years ago
v7
v13
· 3 years ago
v6
v12
· 3 years ago
v5-augmentation
v11
· 3 years ago
v5-augmentation-preprocess
v10
· 3 years ago
v5-preprocess
v9
· 3 years ago
v5
v8
· 3 years ago
v4
v7
· 3 years ago
v4-augmentation
v6
· 3 years ago
v4-preprocess
v5
· 3 years ago
v4-augmentation-preprocess
v4
· 3 years ago
v3
v3
· 3 years ago
v2
v2
· 3 years ago
v1
v1
· 3 years ago
v14
v7_aug
Generated on Jun 27, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
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.
Pascal VOC XML
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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1511 Total Images
View All Images
Dataset Split
Train Set 87%
1312Images
Valid Set 13%
199Images
Test Set %
0Images
Preprocessing
Resize: Fit within 416x416
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down