Dataset Versions

v16

2023-02-14 7:08am

Generated on Feb 14, 2023

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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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4216 Total Images

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Dataset Split

Train Set 87%

3660Images

Valid Set 8%

332Images

Test Set 5%

224Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 480x640

Auto-Adjust Contrast: Using Adaptive Equalization

Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Noise: Up to 5% of pixels

Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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