vision

friends

Object Detection

friends Image Dataset

v2

2023-03-13 5:35pm

Generated on Mar 13, 2023

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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Dataset Split

Train Set 87%
411Images
Valid Set 8%
39Images
Test Set 4%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x360

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Blur: Up to 1.75px
Noise: Up to 5% of pixels
characters
710 images
MoodDetection
480 images
MoodDetectionValidation
120 images
mon-chan-ross-rache-phoebe-joey
321 images