Dataset Versions
Versions
2024-02-21 3:03pm
v12
· 10 months ago
2024-02-21 2:02pm
v11
· 10 months ago
2024-02-14 3:06pm
v10
· 10 months ago
2024-02-12 6:47pm
v9
· 10 months ago
2024-02-12 4:51pm
v8
· 10 months ago
2024-02-12 2:49pm
v7
· 10 months ago
2024-02-12 2:05pm
v6
· 10 months ago
2023-04-12 8:05am
v5
· 2 years ago
2023-03-31 11:52am
v4
· 2 years ago
2023-03-31 9:39am
v1
· 2 years ago
v1
2023-03-31 9:39am
Generated on Mar 31, 2023
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.
364 Total Images
View All Images
Dataset Split
Train Set 91%
330Images
Valid Set 6%
22Images
Test Set 3%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 90% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Grayscale: Apply to 10% of images
Hue: Between -180° and +180°
Saturation: Between -99% and +99%
Brightness: Between -90% and +90%
Exposure: Between -64% and +64%
Blur: Up to 10px
Noise: Up to 25% of pixels
Cutout: 7 boxes with 17% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 0% Minimum Zoom, 25% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels