Quickserve AI

Simple-Pizza

Object Detection

Simple-Pizza Image Dataset

v2

2023-08-25 12:37pm

Generated on Aug 25, 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 99%
11350Images
Valid Set 0%
40Images
Test Set 0%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 14 remapped, 10 dropped

Augmentations

Outputs per training example: 50
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied
High-Performance-Toppings-Detect
152 images
ingredients-in-pizza
64 images
cooked-pizza-and-raw-pizza
1194 images
pizza
2107 images