Amazing Visualization

Name: Berry-Wu/Visualization
Brand: Berry-Wu/Visualization
SKU: project/Berry-Wu/Visualization
Rating: 4.42 (10 reviews)

0

10.18
10.23guided-backpropagation

1

https://debuggercafe.com/visualizing-filters-and-feature-maps-in-convolutional-neural-networks-using-pytorch/

resnet50

visual.py

filter3()

filter48

2

layer0

layer4

3(8.27)

visual.py vis_grid_attention

:attention_map,

  attention_map = np.zeros((20, 20))
  attention_map[9][9] = 1
  attention_map[10][12] = 1

4:

visual.pyvis_attention_matrix

5img_patchpatch_mask(8.31)

img_patch.py,encoder

MAEarXiv:2111.06377

patch

maskmask_ratio=0.75:

6Grad-CAM(9.4)

grad-cam

Grad-CAMarXiv:1610.02391

https://blog.csdn.net/qq_37541097/article/details/123089851

jacobgil/pytorch-grad-cam

resnet50

7heatmap(10,18)

gen_heatmap.py mpii pttorch.save(xx_tensor, 'xx.pt')

8Guided_Backpropagation

grad-camguided_backpro.py

Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Pytorch Grad Cam	6,939	1	20 days ago	25	May 20, 2022	62	mit	Python
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Pytorch Cnn Visualizations	6,883		6 months ago			3	mit	Python
Pytorch implementation of convolutional neural network visualization techniques
Objectron	1,958		8 months ago			21	other	Jupyter Notebook
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes
Torch Cam	1,169		2 months ago	6	October 31, 2021	6	apache-2.0	Python
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
Simplecvreproduction	1,021		3 months ago			3	apache-2.0	Jupyter Notebook
Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.
Bevfusion	984		2 months ago			30	apache-2.0	Python
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Neural_renderer	940		a year ago			59	other	Python
A PyTorch port of the Neural 3D Mesh Renderer
Quickdraw	851		3 months ago			6	mit	Python
Implementation of Quickdraw - an online game developed by Google
Pytorchnethub	482		6 days ago				mit	Jupyter Notebook
项目注释+论文复现+算法竞赛+Pytorch实践
Grad Cam Pytorch	438		3 years ago			1	mit	Python
PyTorch implementation of Grad-CAM, vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps