a1

Object Detection

a1 Image Dataset

v10

2023-06-28 2:36pm

Generated on Jun 28, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 100%
1863Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 10 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Brightness: Between -30% and +30%
Noise: Up to 2% of pixels
bottle
320 images
b
7630 images
can-glass-paper-plastic-trash
9514 images