ZFH

check

Object Detection

check Image Dataset

v1

2023-08-03 11:22pm

Generated on Aug 3, 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.
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Dataset Split

Train Set 92%
741Images
Valid Set 4%
31Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Exposure: Between -28% and +28%
Blur: Up to 1.25px
Noise: Up to 8% of pixels
EC
ZBC
Electronic-Components-Internet
292 images
res-ci-trans-cap-pot
372 images
Transistor-Resistor-IC-Capasitor
4127 images