Dataset Versions
Versions
2024-06-05 2:29pm
v9
· 6 months ago
2024-06-05 12:14pm
v8
· 6 months ago
2024-06-05 8:34am
v7
· 6 months ago
2024-06-05 8:31am
v6
· 6 months ago
2024-06-04 10:31pm
v5
· 6 months ago
2024-06-03 5:52pm
v4
· 6 months ago
2024-06-03 8:55am
v3
· 6 months ago
2024-06-02 2:46pm
v2
· 6 months ago
2024-06-02 2:36pm
v1
· 6 months ago
v5
2024-06-04 10:31pm
Generated on Jun 4, 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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11566 Total Images
View All Images
Dataset Split
Train Set 89%
10290Images
Valid Set 7%
850Images
Test Set 4%
426Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Noise: Up to 1.8% of pixels