kuldeep pathoee

Kuldeep_G

Object Detection

Kuldeep_G Image Dataset

v1

2023-05-31 4:08pm

Generated on May 31, 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 80%
242Images
Valid Set 19%
56Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 864x640
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Mosaic: Applied
Bounding Box: Crop: 0% Minimum Zoom, 26% Maximum Zoom