{"library":"grad-cam","type":"library","category":null,"description":"Grad-CAM is a PyTorch library for generating Class Activation Maps (CAMs) for image classification, segmentation, object detection, and more. Current version 1.5.5 supports many CAM methods (GradCAM, GradCAM++, HiResCAM, etc.) and runs on Python >=3.8. Releases are periodic, maintained by the author.","language":"python","status":"active","version":"1.5.5","tags":["grad-cam","pytorch","explainability","class activation map","computer vision"],"last_verified":"Sat May 09","install":[{"cmd":"pip install grad-cam","imports":["from pytorch_grad_cam import GradCAM","from pytorch_grad_cam import GradCAMPlusPlus","from pytorch_grad_cam import HiResCAM","from pytorch_grad_cam import ScoreCAM","from pytorch_grad_cam import LayerCAM","from pytorch_grad_cam.utils.image import show_cam_on_image, preprocess_image"]}],"homepage":null,"github":"https://github.com/jacobgil/pytorch-grad-cam","docs":null,"changelog":null,"pypi":"https://pypi.org/project/grad-cam/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}