test

player

Object Detection

player Image Dataset

v1

2024-05-19 4:56pm

Generated on May 19, 2024

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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.
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Dataset Split

Train Set 92%
426Images
Valid Set 4%
17Images
Test Set 4%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Hue: Between -30° and +30°
Saturation: Between -73% and +73%
Brightness: Between -36% and +36%
Exposure: Between -34% and +34%
player
3711 images
GTA
person player and tree
2351 images
person head car
2082 images