Pickv4 Dataset

v2

2024-07-01 1:54pm

Generated on Jul 1, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 91%
3768Images
Valid Set 7%
289Images
Test Set 2%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Noise: Up to 0.34% of pixels

Similar Projects

good-bad-empty
2786 images
0-1.5-3-4.5-6-7.5-9-10.5-bad
2815 images