| Port details |
- py-timm-vis Visualizer for PyTorch image models
- 2.0.0 misc
 =2      2.0.0Version of this port present on the latest quarterly branch. - Maintainer: yuri@FreeBSD.org
- Port Added: 2024-03-22 09:57:10
- Last Update: 2024-03-22 09:55:15
- Commit Hash: 52affa2
- People watching this port, also watch:: jdictionary, py311-Automat, py311-python-gdsii, py39-PyOpenGL, p5-Sane
- Also Listed In: python
- License: MIT
- WWW:
- https://github.com/novice03/timm-vis
- Description:
- timm-vis is a PyTorch image models visualizer.
Implementation of various visualization techniques for pytorch image
classifiers. This library can be used to visualize and understand any PyTorch
image classifier. This is NOT an official PyTorch library, nor is it affiliated
with Ross Wightman's pytorch-image-models library. details.ipynb has visual
examples of all methods implemented.
Currently, the following methods are implemented:
* Filter visualization
* Activations visualization
* Maximally activated patches
* Saliency maps
* Synthetic image generation
* Adversarial attacks to fool models
* Feature inversion
* Grad-CAM
* Deep Dream
  ¦  ¦  ¦  ¦ 
- Manual pages:
- FreshPorts has no man page information for this port.
- pkg-plist: as obtained via:
make generate-plist - There is no configure plist information for this port.
- Dependency lines:
-
- ${PYTHON_PKGNAMEPREFIX}timm-vis>0:misc/py-timm-vis@${PY_FLAVOR}
- To install the port:
- cd /usr/ports/misc/py-timm-vis/ && make install clean
- To add the package, run one of these commands:
- pkg install misc/py-timm-vis
- pkg install py39-timm-vis
NOTE: If this package has multiple flavors (see below), then use one of them instead of the name specified above.
NOTE: This is a Python port. Instead of py39-timm-vis listed in the above command, you can pick from the names under the Packages section.- PKGNAME: py39-timm-vis
- Package flavors (<flavor>: <package>)
- distinfo:
- TIMESTAMP = 1711099867
SHA256 (timm_vis-2.0.0.tar.gz) = bdc42c3d6b0cb541cc91148e5d501fb9bfbde96820f8749d9b9586854ff531fc
SIZE (timm_vis-2.0.0.tar.gz) = 6515
Packages (timestamps in pop-ups are UTC):
- Dependencies
- NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.
- Build dependencies:
-
- py39-setuptools>0 : devel/py-setuptools@py39
- py39-wheel>0 : devel/py-wheel@py39
- python3.9 : lang/python39
- py39-build>=0 : devel/py-build@py39
- py39-installer>=0 : devel/py-installer@py39
- Test dependencies:
-
- python3.9 : lang/python39
- Runtime dependencies:
-
- py39-matplotlib>0 : math/py-matplotlib@py39
- py39-numpy>=1.16,1<1.26,1 : math/py-numpy@py39
- py39-pillow>0 : graphics/py-pillow@py39
- py39-pytorch>0 : misc/py-pytorch@py39
- py39-torchvision>0 : misc/py-torchvision@py39
- python3.9 : lang/python39
- There are no ports dependent upon this port
Configuration Options:- No options to configure
- Options name:
- misc_py-timm-vis
- USES:
- python
- FreshPorts was unable to extract/find any pkg message
- Master Sites:
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