Dataset Versions

2024-05-09 10:11am

2024-03-25 4:46pm

2024-03-25 4:44pm

2024-03-25 4:43pm

2024-03-25 4:42pm

2024-03-25 4:42pm

2024-03-25 4:41pm

2024-03-25 4:40pm

2024-03-25 4:38pm

Brightness- dark

90- Rotate- Upside Down

90- Rotate- Counter-Clockwise

90- Rotate- Clockwise

2024-03-24 12:48pm

2024-01-10 2:51pm

2024-01-08 10:01pm

2024-01-08 1:03pm

2024-01-05 1:56pm

2024-01-05 12:32pm

2023-12-16 12:37am

v13

2024-01-10 2:51pm

Generated on Jan 10, 2024

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Popular Download Formats

TXT annotations and YAML config used with YOLOv11.

TXT annotations and YAML config used with YOLOv9.

TXT annotations and YAML config used with YOLOv8.

TXT annotations and YAML config used with YOLOv5.

TXT annotations and YAML config used with YOLOv7.

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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582 Total Images

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Dataset Split

Train Set 92%

537Images

Valid Set 8%

45Images

Test Set %

0Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3

Noise: Up to 10% of pixels

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