Torchcam

This release adds implementations of SmoothGradCAM++, Score-CAM and SS-CAM.

**Note**: torchcam 0.1.1 requires PyTorch 1.1 or newer.

_brought to you by frgfm_

Highlights

CAMs
Implementation of CAM extractor
**New**
- Add a SmoothGradCAM++ implementation (4)
- Add a Score-CAM implementation (5)
- Add a SS-CAM implementation (11).

**Improvements**
- Refactor CAM extractor for better code reusability (6)

Test
Verifications of the package well-being before release
**New**
- Updated test for `torchcam.cams` (4, 5, 11)

Documentation
Online resources for potential users
**Improvements**
- Add detailed explanation of CAM computation (8, 11)
- Add websearch referencing of documentation (7)

Others
Other tools and implementations
- Fixed conda upload job (3)

This release adds implementations of CAM, GradCAM and GradCAM++.

**Note**: torchcam 0.1.0 requires PyTorch 1.1 or newer.

_brought to you by frgfm_

Highlights

GradCAM
Implementation of gradient-based CAM extractor
**New**
- Add a CAM implementation (2)
- Add Grad-CAM and Grad-CAM++ implementations (1, 2).

Test
Verifications of the package well-being before release
**New**
- Add test for `torchcam.cams` (1, 2)
- Add test for `torschscan.utils` (1)

Documentation
Online resources for potential users
**New**
- Add sphinx automatic documentation build for existing features (1, 2)
- Add contribution guidelines (1)
- Add installation, usage, and benchmark in readme (1, 2)

Others
Other tools and implementations
- Add ̀overlay_mask` to easily overlay mask on images (1).