saliency-map

Here are 120 public repositories matching this topic...

stellargraph / stellargraph

StellarGraph - Machine Learning on Graphs

python data-science machine-learning deep-learning graphs machine-learning-algorithms networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library

Updated Apr 10, 2024
Python

frgfm / torch-cam

Sponsor

Star

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)

python deep-learning grad-cam cnn pytorch saliency-map interpretability smoothgrad interpretable-deep-learning gradcam activation-maps class-activation-map gradcam-plus-plus score-cam

Updated May 23, 2025
Python

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

motion-detection cnn particle-filter face-detection convolutional-neural-networks human-computer-interaction saliency-map motion-tracking skin-detection color-detection head-pose-estimation histogram-comparison histogram-intersection

Updated May 9, 2024
Python

PAIR-code / saliency

Star

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

machine-learning deep-neural-networks deep-learning tensorflow image-recognition convolutional-neural-networks object-detection saliency-map saliency smoothgrad ig-saliency

Updated Mar 20, 2024
Jupyter Notebook

kundajelab / deeplift

Star

Public facing deeplift repo

sensitivity-analysis saliency-map interpretability guided-backpropagation interpretable-deep-learning deeplift integrated-gradients

Updated Apr 28, 2022
Python

Tixierae / deep_learning_NLP

Star

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

nlp deep-learning numpy word2vec word-embeddings keras python3 pytorch recurrent-neural-networks attention nmt skipgram doc2vec cnn-keras saliency-map seq2seq-pytorch self-attention document-embeddings hierarchical-attention-network

Updated Jul 25, 2024
Jupyter Notebook

imatge-upc / salgan

Star

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

deep-learning visual deeplearning convolutional-neural-networks saliency-map

Updated Dec 7, 2022
Python

lartpang / MINet

Star

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

experimental paper saliency-map saliency salient-object-detection saliency-detection saliency-model saliency-maps cvpr2020 multi-scale-features pretrained-parameters paper-details

Updated Nov 1, 2023
Python

ashutosh1919 / explainable-cnn

Sponsor

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📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

visualization grad-cam cnn pytorch saliency-map saliency-detection cnn-classification guided-backpropagation guided-grad-cam cnn-visualization-technique explainable-ai explainable-ml cnn-visualization cnn-pytorch pytorch-implementation grad-cam-visualization

Updated Aug 29, 2023
Python

marcellacornia / sam

Star

Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)

saliency-map saliency saliency-model saliency-prediction human-eye-fixations saliency-attentive-model

Updated Apr 29, 2019
Python

shreyas-bk / u2netdemo

Star

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

python machine-learning deep-learning tensorflow pytorch bounding-boxes saliency-map image-cropping background-removal u2net