saliency topic

arslan-chaudhry

Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-...

Karol-G

Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

coallaoh

Detect model's attention

eclique

(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

lartpang

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

lartpang

Pytorch implementation of convolutional neural network visualization techniques

utkuozbulak

Debugging, monitoring and visualization for Python Machine Learning and Data Science

microsoft

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

PAIR-code

Pytorch Implementation of recent visual attribution methods for model interpretability

yulongwang12