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insent

Object Detection

insent Image Dataset

Versions
2023-12-29 1:26pm
v13
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6 months ago
2023-12-29 1:18pm
v12
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6 months ago
2023-12-29 12:09am
v11
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6 months ago
2023-12-28 10:59pm
v10
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6 months ago
2023-12-28 10:58pm
v9
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6 months ago
2023-12-28 10:57pm
v8
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6 months ago
2023-12-28 10:56pm
v7
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6 months ago
2023-12-28 8:04pm
v6
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6 months ago
2023-12-28 7:53pm
v5
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6 months ago
2023-12-23 4:28pm
v4
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6 months ago
2023-12-23 3:00pm
v3
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6 months ago
2023-12-23 2:59pm
v2
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6 months ago
2023-12-20 3:35pm
v1
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6 months ago
v7

2023-12-28 10:56pm

Generated on Dec 28, 2023
Download Dataset

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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436 Total Images

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Dataset Split

Train Set 97%
423Images
Valid Set 3%
13Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Rotation: Between -8° and +8°
Shear: ±8° Horizontal, ±8° Vertical
Brightness: Between -7% and +7%
Exposure: Between -4% and +4%
Blur: Up to 0.25px
Noise: Up to 1% of pixels