project

mix

Object Detection

mix Image Dataset

v2

mix_aug

Generated on May 9, 2024

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%
4887Images
Valid Set 4%
181Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels
car-Xu9w
1433 images
car-uxDu
900 images
people-car
900 images
person-Heud
1951 images