talentSys-HW

Object Detection

talentSys-HW Image Dataset

v5

2023-04-25 1:04pm

Generated on Apr 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 86%
165Images
Valid Set 8%
15Images
Test Set 6%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
traffic-sign
49 images
Stop-Straight-Right-Left
512 images
Green-Red-Yellow
1255 images
trafficsign
6862 images
road-sign
621 images