Dataset Versions
Versions
2022-02-08 6:35pm
v17
· 3 years ago
2022-02-03 12:32pm
v16
· 3 years ago
2022-02-01 10:11am
v13
· 3 years ago
2022-02-01 10:11am
v12
· 3 years ago
2022-02-01 10:01am
v9
· 3 years ago
2022-02-01 10:00am
v8
· 3 years ago
2022-02-01 9:44am
v7
· 3 years ago
2022-02-01 9:36am
v6
· 3 years ago
2022-02-01 9:34am
v5
· 3 years ago
2022-01-25 11:41pm
v3
· 3 years ago
2022-01-25 11:29pm
v2
· 3 years ago
v16
2022-02-03 12:32pm
Generated on Feb 3, 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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5287 Total Images
View All Images
Dataset Split
Train Set 95%
5019Images
Valid Set 2%
132Images
Test Set 3%
136Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 1280x720
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 20% of images
Brightness: Between -20% and +20%
Noise: Up to 1% of pixels