Dataset Versions

Try Pre-Trained Model

2024-04-01 2:20pm

v102

10 months ago

v51

2024-03-27 10:35pm

Generated on Mar 27, 2024

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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.

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1041 Total Images

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Dataset Split

Train Set 78%

816Images

Valid Set 16%

163Images

Test Set 6%

62Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -14° and +14°

Grayscale: Apply to 18% of images

Brightness: Between -10% and +10%

Blur: Up to 1px

Mosaic: Applied

Bounding Box: Noise: Up to 1.7% of pixels

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Dataset Versions

2024-03-27 10:35pm

Popular Download Formats

1041 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects