SP

Hot Spot

Object Detection

Hot Spot Image Dataset

v2

2024-05-19 11:29am

Generated on May 19, 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
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Dataset Split

Train Set 88%
151Images
Valid Set 8%
14Images
Test Set 4%
7Images

Preprocessing

Resize: Stretch to 840x460

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -13° and +13°
EWP
table-hjBs
217 images
EWP
table-ryQn
485 images
anomalies-JsnZ
826 images
anomalies
826 images