Simple Image Heads and Layers
Project description
Simple Image Heads and Layers
Installation
pip install sihl
Supported tasks
Classification
- Binary classification
- Multiclass classification
- Multilabel classification
Regression
- Regression
- Angular regression
- Ordinal regression
Detection
- Keypoint detection
- Object detection
- Quadrilateral detection
Segmentation
- Instance segmentation
- Semantic segmentation
- Panoptic segmentation
- via multi-headed model (instance segmentation + semantic segmentation)
Other
- Autoencoding
- Depth estimation
- Text recognition
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