Dataset Versions
Versions
2024-04-11 11:52am
v16
· 7 months ago
2024-04-01 3:18pm
v15
· 8 months ago
2024-03-24 4:25pm
v13
· 8 months ago
2024-03-24 3:52pm
v12
· 8 months ago
2024-03-22 11:21am
v11
· 8 months ago
2024-03-22 10:59am
v7
· 8 months ago
2024-03-20 8:17pm
v4
· 8 months ago
2024-03-18 6:24pm
v3
· 8 months ago
2024-03-14 12:20pm
v2
· 8 months ago
2024-03-13 8:37pm
v1
· 8 months ago
v11
2024-03-22 11:21am
Generated on Mar 22, 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.
5696 Total Images
View All Images
Dataset Split
Train Set 70%
3987Images
Valid Set 20%
1139Images
Test Set 10%
570Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -10° and +10°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 1 boxes with 0% size each
Mosaic: Applied
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels