Dataset Versions
Versions
2024-04-10 5:51pm
v18
· 9 months ago
2024-04-09 7:23pm
v17
· 9 months ago
2024-03-19 6:01pm
v16
· 9 months ago
2024-03-12 5:49pm
v14
· 10 months ago
2024-03-12 4:17pm
v13
· 10 months ago
2024-03-09 12:37pm
v11
· 10 months ago
2024-03-08 1:10am
v8
· 10 months ago
2024-03-06 12:54pm
v3
· 10 months ago
2024-03-05 7:49pm
v1
· 10 months ago
v18
2024-04-10 5:51pm
Generated on Apr 11, 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
Choose another format.
10521 Total Images
View All Images
Dataset Split
Train Set 87%
9174Images
Valid Set 6%
673Images
Test Set 6%
674Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.49% of pixels