Subtitles

subtitles

Object Detection

subtitles Image Dataset

v1

2022-09-30 3:05pm

Generated on Sep 30, 2022

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 88%
150Images
Valid Set 8%
13Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
human-head
626 images
people-fish-mic-building-police
120 images
asd
aaa
ads
300 images