jacobgil/pytorch-grad-cam issues and pull requests

#532 - Could you give me some guidance on how I can adapt this to vllm like llava?

Issue - State: open - Opened by Yingshu-Li 3 days ago

#531 - Loading a pt model and using Grad-cam

Issue - State: open - Opened by aipatr 6 days ago

#530 - Batches in guided_backprop.py

Issue - State: open - Opened by MoH-assan 20 days ago

#529 - VideoMAE visualization based on Vision Transformers.

Issue - State: open - Opened by pooyafayyaz 22 days ago

#528 - AttributeError for ScoreCAM Class

Issue - State: closed - Opened by dwil2444 28 days ago - 3 comments

#527 - add clip example

Pull Request - State: open - Opened by jackyjinjing 29 days ago - 2 comments

#526 - add clip example

Pull Request - State: closed - Opened by jackyjinjing 29 days ago

#525 - Provide releases or tags

Issue - State: open - Opened by sammlapp about 1 month ago - 2 comments

#524 - vit_example remove use_cuda param which cause error

Pull Request - State: closed - Opened by jackyjinjing about 1 month ago

#523 - run vit example error

Issue - State: closed - Opened by jackyjinjing about 1 month ago - 1 comment

#522 - Do you also provide the Guided Grad-CAM feature?

Issue - State: closed - Opened by jooseuk 2 months ago - 1 comment

#521 - Directly Generate Specific Feature Corresponding to Values in ResNet Output Feature Vector

Issue - State: closed - Opened by symhsym 2 months ago - 7 comments

#520 - Grad cam output for batch of images

Issue - State: closed - Opened by diksham-flwls 2 months ago - 7 comments

#519 - Using GradCAM for a decoder

Issue - State: open - Opened by jcjlin 2 months ago - 1 comment

#518 - Can it be used for one-dimensional data? For example, time series data

Issue - State: open - Opened by adrenaline0425 3 months ago - 5 comments

#516 - remove , use_cuda=False which cause error

Pull Request - State: open - Opened by ashishpatel26 3 months ago

#515 - GradCAM.init() got an unexpected keyword argument 'target_layer'

Issue - State: closed - Opened by prantik-pdeb 3 months ago

#514 - I followed the code exactly from usage_examples for vision transformer(pretrained). I get the error ; TypeError: 'LayerNorm' object is not iterable

Issue - State: closed - Opened by afifahossain 3 months ago

#513 - Target layers of ViT models

Issue - State: open - Opened by WangYZ1608 3 months ago - 2 comments

#512 - [Feature Request] Counter Factual GCAM

Issue - State: open - Opened by MoH-assan 3 months ago

#511 - Gradients and activations shape in the VIT example code

Issue - State: open - Opened by lunaryan 3 months ago - 6 comments

#510 - X3D Video on RGB Video

Issue - State: open - Opened by MoH-assan 3 months ago - 4 comments

#509 - Generating CAMs using pro-gigapath model

Issue - State: open - Opened by ghost 3 months ago

#508 - Update README.md

Pull Request - State: closed - Opened by TekayaNidham 4 months ago

#507 - YOLOv8n auto train with 100 epochs starts when in try to use the EigenCAM method

Issue - State: open - Opened by enricopierga 4 months ago - 2 comments

#506 - 3D CNN grad-cam: failing in scale_cam_image function

Issue - State: closed - Opened by neeleshbisht99 4 months ago - 1 comment

#505 - Fix use_cuda of swin transformer example code

Pull Request - State: closed - Opened by chilin0525 4 months ago - 1 comment

#504 - Bug: use_cuda still exist in swin transformer example code

Issue - State: closed - Opened by chilin0525 4 months ago - 3 comments

#503 - <class 'numpy.exceptions.AxisError'>. Message: axis 2 is out of bounds for array of dimension 0

Issue - State: open - Opened by dijieliew 4 months ago

#502 - Update base_cam.py

Pull Request - State: closed - Opened by sanesma93 4 months ago - 1 comment

#501 - Grad CAM for multiple input arguments

Issue - State: closed - Opened by IshitaB28 5 months ago - 6 comments

#500 - How to use Grad-CAM in segmetnt angthing model

Issue - State: open - Opened by tqinger 5 months ago

#499 - Fix a typo in the README doc

Pull Request - State: closed - Opened by TrungKhoaLe 5 months ago - 1 comment

#498 - How can I use gradcam for Contrastive Unsupervised Representations (CURL), one of the methods for reinforcement learning?

Issue - State: open - Opened by Kawade-Takusei 5 months ago

#497 - Mismatch in the number of attribution slices for 3D volume Torch tensor

Issue - State: open - Opened by vggls 6 months ago

#496 - YOLOv5 2021-10-21 torch 2.0.1+cpu CPU Fusing layers... Model Summary: 213 layers, 7225885 parameters, 0 gradients Adding AutoShape... Traceback (most recent call last): File "E:\yolov5-v6.1\yolov5热力图.py", line 70, in <module> print(model.model.model.model[-2]) File "D:\anaconda\envs\fastapi\lib\site-packages\torch\nn\modules\module.py", line 1614, in getattr raise AttributeError("'{}' object has no attribute '{}'".format( AttributeError: 'Sequential' object has no attribute 'model'

Issue - State: open - Opened by yqj0919 6 months ago

#495 - Fix a typo

Pull Request - State: closed - Opened by anthonyweidai 7 months ago

#494 - Address cv2.resize float16 issue in scale_cam_image

Pull Request - State: closed - Opened by Christophe-Foyer 7 months ago - 2 comments

#493 - float16 is not supported (src data type = 23 is not supported)

Issue - State: closed - Opened by Christophe-Foyer 7 months ago

#492 - How should I assign a value to the "targets" when I draw the heatmap of yolov8-pose?

Issue - State: open - Opened by Xavier-W 7 months ago

#491 - the example in README need to update

Issue - State: open - Opened by 578223592 7 months ago - 1 comment

#489 - help me!!!thank you AttributeError: 'function' object has no attribute 'register_forward_hook'

Issue - State: open - Opened by Wud1 7 months ago

#488 - How to extract cam during training without creating issues to the bakpropagation

Issue - State: open - Opened by PietroManganelliConforti 7 months ago - 2 comments

#487 - [Q] Are CAMs generated using the output of the specified layer or its input?

Issue - State: closed - Opened by NightMachinery 7 months ago - 2 comments

#486 - Problem generating CAMs using the saved model

Issue - State: closed - Opened by ghost 7 months ago - 2 comments

#485 - AttributeError: 'AblationLayer' object has no attribute 'f'

Issue - State: open - Opened by LiuJiaji1999 7 months ago - 1 comment

#484 - What is the different colors mean?

Issue - State: open - Opened by liuxiangchao369 7 months ago - 3 comments

#483 - Memory leakage during multiple loss calculations

Issue - State: open - Opened by IzumiKDl 7 months ago - 1 comment

#482 - How to Generate Attention Graphs on Custom Models ?

Issue - State: open - Opened by hsien999 7 months ago - 1 comment

#481 - GradCAM throws error for models that give ClassifierOutput class as model output instead of tensors

Issue - State: open - Opened by AdityaDeodeshmukh 8 months ago

#480 - Improve type hints

Pull Request - State: open - Opened by hoel-bagard 8 months ago

#478 - Model improvement

Issue - State: open - Opened by liyuanzhe1 8 months ago - 1 comment

#477 - Installation showing missing requirements.txt

Issue - State: open - Opened by kanlions 9 months ago

#476 - gradcam for binary segmentaion network

Issue - State: open - Opened by Nastu-Ho 9 months ago

#475 - how to apply grad-cam to image fusion model ?

Issue - State: open - Opened by chen-yuu 9 months ago

#474 - GradCAM for Dual Attention ViT

Issue - State: open - Opened by tayyabapucit 9 months ago - 1 comment

#473 - So 'RuntimeError: element 0 of tensors does not require grad and does not have a grad_fn'

Issue - State: open - Opened by ross-Hr 9 months ago - 8 comments

#472 - Add MPS support

Pull Request - State: closed - Opened by soberhofer 10 months ago - 7 comments

#471 - [Feature Request] Support MPS Device

Issue - State: closed - Opened by soberhofer 10 months ago - 3 comments

#470 - Can I use grad-cam for video classification?

Issue - State: open - Opened by purentap 10 months ago

#469 - Ambiguity in GradCam Visualization with Grayscale Images

Issue - State: open - Opened by DariiaKhoroshchuk 10 months ago - 2 comments

#468 - How to separately visualize heatmaps for classification tasks and localization tasks in object detection

Issue - State: open - Opened by a1b2c3s4d4 10 months ago

#467 - Video CLassification

Issue - State: open - Opened by ZziTaiLeo 10 months ago

#466 - Support for 3D Conv-Net

Pull Request - State: closed - Opened by kevinkevin556 11 months ago - 7 comments

#465 - Does anyone have a working example with yolov8 for segmentation?

Issue - State: open - Opened by enickel00 11 months ago

#464 - Fix mask dimensions

Pull Request - State: closed - Opened by krebso 11 months ago

#463 - Pytorch YoloV5 model with GradCAM

Issue - State: open - Opened by ugroznc 11 months ago - 1 comment

#462 - If the target layer of model is encapsulated, and there are multiple outputs

Issue - State: open - Opened by douciyy 11 months ago

#461 - How many forward passes are calculated with ScoreCAM?

Issue - State: open - Opened by marios1861 about 1 year ago

#460 - Support for CLIP

Issue - State: open - Opened by Sidd1609 about 1 year ago - 7 comments

#457 - Can we use grad-cam for hypernetwork ?

Issue - State: open - Opened by tuantran23012000 about 1 year ago

#456 - GNN

Issue - State: open - Opened by ShiinoMashiro about 1 year ago

#455 - ScoreCAM device mismatch error

Issue - State: open - Opened by sammlapp about 1 year ago

#454 - Support grad cam for cross attention on encoder-decoder models

Issue - State: open - Opened by ahmedplateiq about 1 year ago - 1 comment

#452 - Behaving weird when dealing with images of width or height size = 1

Issue - State: open - Opened by raquelhortab about 1 year ago - 2 comments

#451 - TypeError: 'TopLevelTracedModule' object is not subscriptable

Issue - State: open - Opened by dinushazoomi about 1 year ago

#450 - AttributeError: module 'cv2.dnn' has no attribute 'DictValue'

Issue - State: open - Opened by kaka761 about 1 year ago

#449 - ScoreCAM: add a small constant to avoid division by zero

Pull Request - State: closed - Opened by karray about 1 year ago - 1 comment

#448 - for swinV2 use the following line

Pull Request - State: open - Opened by waqarsqureshi about 1 year ago - 1 comment

#447 - I have the following problem with Grad cam performing semantic segmentation :An exception occurred in CAM with block: <class 'IndexError'>. Message: index 1 is out of bounds for dimension 0 with size 1

Issue - State: open - Opened by Chris871029nose about 1 year ago

#446 - Swin Transformer cannot cam-->grad can be implicitly created only for scalar outputs

Issue - State: open - Opened by woodszp about 1 year ago - 2 comments

#445 - GRAD CAM issue working with Swin Transformer

Issue - State: open - Opened by yathartharora about 1 year ago

#444 - Grad-CAM and Grayscale-CAM Results Remain Unchanged Despite Trained Discriminator

Issue - State: open - Opened by iremalti about 1 year ago

#443 - set required_grad=True when init basecam class

Pull Request - State: open - Opened by KKQanT about 1 year ago - 1 comment

#442 - Float 16 not supported by EigenCAM methods (TypeError: array type float16 is unsupported in linalg )

Issue - State: closed - Opened by Ryan37342342 about 1 year ago - 1 comment

#440 - Update ablation_cam.py

Pull Request - State: closed - Opened by naveentnj about 1 year ago

#439 - added support for saving output in output folder,

Pull Request - State: closed - Opened by akashAD98 about 1 year ago - 1 comment

#438 - Could you add SESS?

Issue - State: open - Opened by neouyghur about 1 year ago

#437 - Object Tracking

Issue - State: open - Opened by C-C-Y over 1 year ago

#436 - targets

Issue - State: open - Opened by 1206927506 over 1 year ago - 3 comments

#435 - How gradcam is to distinguish different objects in object detection ?

Issue - State: open - Opened by chowkamlee81 over 1 year ago

#433 - refactor: setup build configuration

Pull Request - State: closed - Opened by ValMystletainn over 1 year ago - 2 comments

#432 - Modification to the eigen smoothing

Pull Request - State: open - Opened by hongkonghector over 1 year ago

#431 - fix: build wheel by requirements.txt not pack

Pull Request - State: closed - Opened by ValMystletainn over 1 year ago

#429 - requirements.txt is missing in the pypi source tarball

Issue - State: open - Opened by hubutui over 1 year ago - 6 comments

#428 - BinaryClassifierOutputTarget implementation is likely wrong

Issue - State: open - Opened by siebenkopf over 1 year ago - 5 comments

#427 - Model pretrained weights?

Issue - State: open - Opened by bryanbocao over 1 year ago

#426 - Target layer for Pytorch's official implementation of Swin Transformer v2?

Issue - State: open - Opened by cnavarrete over 1 year ago - 3 comments

#425 - How to use for object tracking?

Issue - State: open - Opened by C-C-Y over 1 year ago

#424 - GradCam for unsupervised data

Issue - State: open - Opened by michaelstuffer98 over 1 year ago

GitHub / jacobgil/pytorch-grad-cam issues and pull requests