Dataset Versions

v1

2024-01-18 5:21pm

Generated on Jan 18, 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 86%
162Images
Valid Set 10%
18Images
Test Set 5%
9Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Dynamic Crop: Class: recycle
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%
Noise: Up to 3.1% of pixels

Similar Projects

See More