Detection and Cropping Products in Sales Flyer

Products in Sales Flyers

Object Detection

Products in Sales Flyers Image Dataset

v4

2024-02-13 1:36am

Generated on Feb 13, 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 87%
1125Images
Valid Set 8%
107Images
Test Set 4%
54Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1.01% of pixels