diff options
| author | Yuri Victorovich <yuri@FreeBSD.org> | 2024-03-22 09:54:50 +0000 |
|---|---|---|
| committer | Yuri Victorovich <yuri@FreeBSD.org> | 2024-03-22 09:55:15 +0000 |
| commit | 52affa2f6830dbbf76a3441f7ab36d1d30faf29e (patch) | |
| tree | 26bfb545700c4618d74c44782a7e62e79fc70d08 | |
| parent | b3180c409b30119ee92be6b5807a6778a7a739ff (diff) | |
misc/py-timm-vis: New port: Visualizer for PyTorch image models
| -rw-r--r-- | misc/Makefile | 1 | ||||
| -rw-r--r-- | misc/py-timm-vis/Makefile | 28 | ||||
| -rw-r--r-- | misc/py-timm-vis/distinfo | 3 | ||||
| -rw-r--r-- | misc/py-timm-vis/pkg-descr | 18 |
4 files changed, 50 insertions, 0 deletions
diff --git a/misc/Makefile b/misc/Makefile index ddd33e170078..91403f1fa140 100644 --- a/misc/Makefile +++ b/misc/Makefile @@ -500,6 +500,7 @@ SUBDIR += py-tflite-support SUBDIR += py-thermocouples_reference SUBDIR += py-timm + SUBDIR += py-timm-vis SUBDIR += py-toil SUBDIR += py-torch-geometric SUBDIR += py-torchmetrics diff --git a/misc/py-timm-vis/Makefile b/misc/py-timm-vis/Makefile new file mode 100644 index 000000000000..41b1bbbefe70 --- /dev/null +++ b/misc/py-timm-vis/Makefile @@ -0,0 +1,28 @@ +PORTNAME= timm-vis +DISTVERSION= 2.0.0 +CATEGORIES= misc python # machine-learning +MASTER_SITES= PYPI +PKGNAMEPREFIX= ${PYTHON_PKGNAMEPREFIX} +DISTNAME= ${PORTNAME:S/-/_/}-${PORTVERSION} + +MAINTAINER= yuri@FreeBSD.org +COMMENT= Visualizer for PyTorch image models +WWW= https://github.com/novice03/timm-vis + +LICENSE= MIT +LICENSE_FILE= ${WRKSRC}/LICENSE + +BUILD_DEPENDS= ${PY_SETUPTOOLS} \ + ${PYTHON_PKGNAMEPREFIX}wheel>0:devel/py-wheel@${PY_FLAVOR} +RUN_DEPENDS= ${PYTHON_PKGNAMEPREFIX}matplotlib>0:math/py-matplotlib@${PY_FLAVOR} \ + ${PYNUMPY} \ + ${PYTHON_PKGNAMEPREFIX}pillow>0:graphics/py-pillow@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}pytorch>0:misc/py-pytorch@${PY_FLAVOR} \ + ${PYTHON_PKGNAMEPREFIX}torchvision>0:misc/py-torchvision@${PY_FLAVOR} + +USES= python +USE_PYTHON= pep517 autoplist + +NO_ARCH= yes + +.include <bsd.port.mk> diff --git a/misc/py-timm-vis/distinfo b/misc/py-timm-vis/distinfo new file mode 100644 index 000000000000..256b5d7013e1 --- /dev/null +++ b/misc/py-timm-vis/distinfo @@ -0,0 +1,3 @@ +TIMESTAMP = 1711099867 +SHA256 (timm_vis-2.0.0.tar.gz) = bdc42c3d6b0cb541cc91148e5d501fb9bfbde96820f8749d9b9586854ff531fc +SIZE (timm_vis-2.0.0.tar.gz) = 6515 diff --git a/misc/py-timm-vis/pkg-descr b/misc/py-timm-vis/pkg-descr new file mode 100644 index 000000000000..7aec645681d2 --- /dev/null +++ b/misc/py-timm-vis/pkg-descr @@ -0,0 +1,18 @@ +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 |