CV

Model_Investigation

Object Detection

Model_Investigation Image Dataset

v6

2023-06-28 10:30am

Generated on Jun 28, 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 86%
942Images
Valid Set 8%
87Images
Test Set 6%
70Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Blur: Up to 2px
Noise: Up to 1% of pixels
Aeroplane-terK-3GBq-1q3Q-Aeroplane-terK-ZATC-DivE-1ITN-XjO2
1645 images
Aeroplane-terK-3GBq-1q3Q-Aeroplane-terK-ZATC-DivE-1ITN-XjO2-wUF9
414 images
Aeroplane-terK-3GBq-1q3Q-Aeroplane-terK-ZATC-DivE
1645 images
Aeroplane-terK-3GBq-1q3Q-Aeroplane-terK-ZATC-DivE-eRVw
1005 images