Crowd Count

Crowd Count

Object Detection

Crowd Count Image Dataset

v2

2023-12-18 6:51pm

Generated on Dec 18, 2023

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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 65%
225Images
Valid Set 17%
60Images
Test Set 17%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
object
5585 images
mask-nomask
344 images
mask-nomask
344 images