PRE355

DETECTION

Object Detection

DETECTION Image Dataset

v2

Re_02

Generated on Jul 17, 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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Dataset Split

Train Set 100%
135Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -30° and +30°
Saturation: Between -25% and +25%
X-cross-sign
45 images
handcross
130 images
falling-people
54 images
sign-language
1508 images