Tsz Cheung Shawn Wei

drawing facial emotions

Object Detection

drawing facial emotions Image Dataset

v3

2023-08-08 2:06pm

Generated on Aug 8, 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.
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Dataset Split

Train Set 87%
1068Images
Valid Set 8%
102Images
Test Set 4%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
children-emotions
116 images
children-emotions-R26p
116 images
happyfel
62 images
happy
68 images