GSDS

cand3

Object Detection

cand3 Image Dataset

v1

2023-08-08 2:24pm

Generated on Aug 8, 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 91%
90Images
Valid Set 9%
9Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x256

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px