Dataset Versions
Versions
2022-11-03 10:16am
v9
· 2 years ago
2022-11-02 10:54am
v8
· 2 years ago
2022-10-14 5:56pm
v7
· 2 years ago
2022-10-14 2:12pm
v6
· 2 years ago
2022-10-13 3:48pm
v5
· 2 years ago
2022-10-13 9:41am
v4
· 2 years ago
2022-10-07 4:25pm
v3
· 2 years ago
2022-10-07 3:22pm
v2
· 2 years ago
2022-10-07 2:37pm
v1
· 2 years ago
v8
2022-11-02 10:54am
Generated on Nov 2, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
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.
YOLO Darknet
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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9567 Total Images
View All Images
Dataset Split
Train Set 74%
7092Images
Valid Set 23%
2222Images
Test Set 3%
253Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 30% of images
Noise: Up to 5% of pixels
Bounding Box: Exposure: Between -25% and +25%