ANAN YASAMORN

Faster-Rcnn

Object Detection

Faster-Rcnn Image Dataset

v19

2022-11-27 11:41am

Generated on Nov 27, 2022

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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%
1340Images
Valid Set 20%
335Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 608x608
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Modify Classes: 1 remapped, 0 dropped
Filter Null: Require at least 50% of images to contain annotations.

Augmentations

No augmentations were applied.