鹤源_dec Dataset

2024-09-19 3:48am

v38

12 hours ago

2024-09-14 4:41am

v22

2024-09-06 8:04am

Generated on Sep 6, 2024

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Popular Download Formats

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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Preprocessing

Auto-Orient: Applied

Resize: Fit (black edges) in 960x960

Filter by Tag: 1 required, 0 dropped

Augmentations

Outputs per training example: 3

Flip: Horizontal

90° Rotate: Clockwise, Counter-Clockwise

Saturation: Between -20% and +20%

Exposure: Between -10% and +10%

Noise: Up to 1.52% of pixels

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