Dataset Versions
Versions
2022-09-08 1:03pm
v9
· 2 years ago
2022-09-08 12:54pm
v8
· 2 years ago
2022-06-05 3:46pm
v7
· 2 years ago
ULTIMA VERSION
v6
· 2 years ago
2022-06-05 3:17pm
v5
· 2 years ago
2022-06-05 3:14pm
v4
· 2 years ago
2022-06-05 3:06pm
v3
· 2 years ago
2022-06-03 11:02pm
v2
· 2 years ago
CULPRIT1
v1
· 2 years ago
v8
2022-09-08 12:54pm
Generated on Sep 8, 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
Choose another format.
2374 Total Images
View All Images
Dataset Split
Train Set 87%
2073Images
Valid Set 8%
200Images
Test Set 4%
101Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -28° and +28°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels