Dataset Versions
Versions
2024-04-06 7:09am
v16
· 8 months ago
2024-03-21 4:09am
v13
· 8 months ago
2024-03-18 8:21pm
v12
· 8 months ago
2024-03-18 9:00am
v11
· 8 months ago
2024-03-15 2:02pm
v10
· 8 months ago
2024-03-08 7:38pm
v9
· 9 months ago
2024-03-07 2:45am
v8
· 9 months ago
2024-02-28 5:39am
v7
· 9 months ago
2024-02-28 5:05am
v6
· 9 months ago
2024-02-25 11:41pm
v4
· 9 months ago
2024-02-16 2:21am
v3
· 9 months ago
v12
2024-03-18 8:21pm
Generated on Mar 18, 2024
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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3730 Total Images
View All Images
Dataset Split
Train Set 88%
3282Images
Valid Set 8%
296Images
Test Set 4%
152Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 480x480
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels