samet ylmaz

proje

Object Detection

proje Image Dataset

v1

2023-07-07 11:58am

Generated on Jul 7, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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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Dataset Split

Train Set 96%
294Images
Valid Set 3%
10Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Blur: Up to 1.5px
kitti-car-
250 images
-trafficlight-cars-motorcycles
5237 images
car-person
7443 images