Dataset Versions
Versions
2024-08-12 3:17pm
v9
· 4 months ago
2024-08-11 3:50pm
v8
· 4 months ago
2024-08-11 2:50pm
v7
· 4 months ago
2022-07-12 2:47pm
v6
· 2 years ago
2022-07-12 2:09pm
v5
· 2 years ago
2022-07-12 2:00pm
v4
· 2 years ago
2022-07-12 1:59pm
v3
· 2 years ago
2022-07-12 1:57pm
v2
· 2 years ago
2022-07-12 1:50pm
v1
· 2 years ago
v9
2024-08-12 3:17pm
Generated on Aug 12, 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
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932 Total Images
View All Images
Dataset Split
Train Set 84%
786Images
Valid Set 14%
133Images
Test Set 1%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±30° Horizontal, ±10° Vertical
Brightness: Between -39% and +39%
Exposure: Between -17% and +17%
Noise: Up to 1.48% of pixels
Mosaic: Applied