Dataset Versions
Versions
2024-04-06 11:07pm
v16
· 8 months ago
2024-04-06 11:05pm
v15
· 8 months ago
2024-04-06 11:02pm
v14
· 8 months ago
2024-04-06 10:58pm
v13
· 8 months ago
2024-04-06 10:56pm
v12
· 8 months ago
2024-04-06 10:50pm
v11
· 8 months ago
2024-04-06 10:41pm
v10
· 8 months ago
2024-04-06 9:58pm
v4
· 8 months ago
2024-04-05 2:23pm
v3
· 8 months ago
2024-04-05 12:31am
v2
· 8 months ago
2024-02-28 12:21pm
v1
· 9 months ago
v4
2024-04-06 9:58pm
Generated on Apr 6, 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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4721 Total Images
View All Images
Dataset Split
Train Set 85%
4036Images
Valid Set 9%
414Images
Test Set 6%
271Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%