Dataset Versions
Versions
2024-11-11 8:15pm
v11
· 15 days ago
2024-11-05 2:24pm
v10
· 22 days ago
2024-11-05 2:04pm
v9
· 22 days ago
2024-09-13 12:35am
v8
· 2 months ago
2024-09-08 5:34pm
v7
· 3 months ago
2024-09-02 5:58pm
v6
· 3 months ago
2024-08-27 1:50am
v5
· 3 months ago
2024-08-27 1:10am
v4
· 3 months ago
2024-08-19 12:52pm
v3
· 3 months ago
2024-08-05 6:58pm
v2
· 4 months ago
v10
2024-11-05 2:24pm
Generated on Nov 5, 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.
7872 Total Images
View All Images
Dataset Split
Train Set 97%
7602Images
Valid Set 2%
135Images
Test Set 2%
135Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 5% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Noise: Up to 0.89% of pixels