Jan Julkius LAb

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Gezicht herkenning

Object Detection

Gezicht herkenning Image Dataset

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Versions
2022-12-06 4:23pm
v6
Dec 6, 2022
FreshHamsterTrainingSession
v5
Dec 5, 2022
2022-12-05 10:14am
v4
Dec 5, 2022
2022-12-05 7:51am
v3
Dec 5, 2022
2022-12-03 5:59pm
v2
Dec 3, 2022
2022-12-03 5:49pm
v1
Dec 3, 2022
v6

2022-12-06 4:23pm

Generated on Dec 6, 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.
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642 Total Images

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Dataset Split

Train Set 87%
561Images
Valid Set 8%
53Images
Test Set 4%
28Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require at least 64% of images to contain annotations.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 59% of images
Blur: Up to 25px
Noise: Up to 4% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 14% Maximum Zoom