piwheels

grad-cam

Many Class Activation Map methods implemented in Pytorch for classification, segmentation, object detection and more

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install grad-cam

Dependencies

• torch
• tqdm
• opencv-python-headless
• matplotlib
• scikit-learn
• pillow
• numpy
• scipy
• ttach
• torchvision

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
1.5.7	2026-08-21
grad_cam-1.5.7-py3-none-any.whl (52 KB)
1.5.5	2025-04-07
grad_cam-1.5.5-py3-none-any.whl (43 KB)
1.5.4	2024-10-09
grad_cam-1.5.4-py3-none-any.whl (39 KB)
1.5.3	2024-08-18
grad_cam-1.5.3-py3-none-any.whl (38 KB)
1.5.2	2024-05-31
grad_cam-1.5.2-py3-none-any.whl (37 KB)
1.5.0	2023-12-19
grad_cam-1.5.0-py3-none-any.whl (37 KB)
1.4.8	2023-06-16
grad_cam-1.4.8-py3-none-any.whl (37 KB)
1.4.7	2023-06-15
1.4.6	2022-10-18
grad_cam-1.4.6-py3-none-any.whl (37 KB)
1.4.5	2022-08-25
grad_cam-1.4.5-py3-none-any.whl (36 KB)
1.4.4	2022-08-24
grad_cam-1.4.4-py3-none-any.whl (32 KB)
1.4.3	2022-08-13
grad_cam-1.4.3-py3-none-any.whl (31 KB)
1.4.2	2022-08-01
grad_cam-1.4.2-py3-none-any.whl (32 KB)
1.4.1	2022-08-01
grad_cam-1.4.1-py3-none-any.whl (30 KB)
1.4.0	2022-07-09
grad_cam-1.4.0-py3-none-any.whl (27 KB)
1.3.9	2022-05-20
grad_cam-1.3.9-py3-none-any.whl (25 KB)
1.3.7	2021-12-30
grad_cam-1.3.7-py3-none-any.whl (25 KB)
1.3.6	2021-12-21
grad_cam-1.3.6-py3-none-any.whl (20 KB)
1.3.5	2021-11-05
grad_cam-1.3.5-py3-none-any.whl (22 KB)
1.3.4	2021-11-05
grad_cam-1.3.4-py3-none-any.whl (22 KB)
1.3.3	2021-10-30
grad_cam-1.3.3-py3-none-any.whl (22 KB)
1.3.1	2021-08-20
grad_cam-1.3.1-py3-none-any.whl (16 KB)
1.2.9	2021-05-16
grad_cam-1.2.9-py3-none-any.whl (15 KB)
1.2.8	2021-05-14
grad_cam-1.2.8-py3-none-any.whl (15 KB)
1.2.7	2021-05-01
grad_cam-1.2.7-py3-none-any.whl (15 KB)
1.2.6	2021-04-30
grad_cam-1.2.6-py3-none-any.whl (14 KB)
1.2.5	2021-04-30
grad_cam-1.2.5-py3-none-any.whl (14 KB)
1.2.4	2021-04-28
grad_cam-1.2.4-py3-none-any.whl (13 KB)
1.2.3	2021-04-25
grad_cam-1.2.3-py3-none-any.whl (12 KB)
1.2.2	2021-04-25
grad_cam-1.2.2-py3-none-any.whl (12 KB)
1.2.1	2021-04-25
grad_cam-1.2.1-py3-none-any.whl (12 KB)
1.1.1	2021-04-16
grad_cam-1.1.1-py3-none-any.whl (10 KB)
1.1.0	2021-04-15
grad_cam-1.1.0-py3-none-any.whl (10 KB)
1.0.0	2021-04-06
grad_cam-1.0.0-py3-none-any.whl (7 KB)

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