saliency-map

There are 7 repositories under saliency-map topic.

stellargraph / stellargraph
StellarGraph - Machine Learning on Graphs
data-science deep-learning gcn geometric-deep-learning graph-analysis graph-convolutional-networks graph-data graph-machine-learning graph-neural-networks graphs heterogeneous-networks interpretability link-prediction machine-learning machine-learning-algorithms networkx python saliency-map stellargraph-library
Language:Python 2889
torch-cam
frgfm / torch-cam
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)
pytorch python deep-learning cnn activation-maps gradcam-plus-plus gradcam saliency-map interpretability interpretable-deep-learning smoothgrad score-cam class-activation-map grad-cam
Language:Python 1797
mpatacchiola / deepgaze
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.
cnn color-detection convolutional-neural-networks face-detection head-pose-estimation histogram-comparison histogram-intersection human-computer-interaction motion-detection motion-tracking particle-filter saliency-map skin-detection
Language:Python 1762
PAIR-code / saliency
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
machine-learning deep-learning deep-neural-networks tensorflow convolutional-neural-networks saliency-map object-detection image-recognition ig-saliency smoothgrad saliency
Language:Jupyter Notebook 929
kundajelab / deeplift
Public facing deeplift repo
deeplift sensitivity-analysis integrated-gradients guided-backpropagation saliency-map interpretable-deep-learning interpretability
Language:Python 794
Tixierae / deep_learning_NLP
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
python3 keras deep-learning saliency-map cnn-keras nlp self-attention hierarchical-attention-network recurrent-neural-networks seq2seq-pytorch nmt skipgram word2vec pytorch attention numpy doc2vec word-embeddings document-embeddings
Language:Jupyter Notebook 435
imatge-upc / salgan
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
deep-learning deeplearning saliency-map convolutional-neural-networks visual
Language:Python 368
MINet
lartpang / MINet
CVPR2020, Multi-scale Interactive Network for Salient Object Detection
multi-scale-features paper experimental pretrained-parameters saliency saliency-detection saliency-maps saliency-map saliency-model salient-object-detection cvpr2020 paper-details
Language:Python 235
explainable-cnn
ashutosh1919 / explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
explainable-ai explainable-ml cnn cnn-pytorch cnn-classification grad-cam grad-cam-visualization saliency-map saliency-detection visualization cnn-visualization cnn-visualization-technique guided-backpropagation guided-grad-cam pytorch pytorch-implementation
Language:Python 212
marcellacornia / sam
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)
saliency-map saliency-prediction human-eye-fixations saliency saliency-model saliency-attentive-model
Language:Python 204
shreyas-bk / u2netdemo
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.
background-removal bounding-boxes saliency-map machine-learning deep-learning python pytorch tensorflow u2net image-cropping
Language:Jupyter Notebook 196
experiencor / deep-viz-keras
Implementations of some popular Saliency Maps in Keras
convolutional-neural-networks deep-learning gradient keras machine-learning saliency-map visualization
Language:Jupyter Notebook 165
pkmr06 / pytorch-smoothgrad
SmoothGrad implementation in PyTorch
pytorch deep-learning saliency-map
Language:Python 164
eclique / RISE
Detect model's attention
xai classification saliency saliency-map explainable-ai
Language:Jupyter Notebook 141
greydanus / visualize_atari
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
actor-critic deep-reinforcement-learning neural-networks pytorch saliency-map visualization
Language:Jupyter Notebook 117
unisal
rdroste / unisal
Unified Image and Video Saliency Modeling (ECCV 2020)
machine-learning deep-learning saliency-detection saliency-prediction visual-saliency visual-salience video-saliency-prediction video-saliency image-saliency eccv2020 eccv-2020 eccv saliency saliency-map saliency-model salicon dhf1k ucf-sports
Language:Python 116
PySODMetrics
lartpang / PySODMetrics
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
saliency saliency-detection saliency-prediction saliency-methods metrics metrics-library metrics-evaluation metrics-reported salient-object-detection saliency-map saliency-maps saliency-model salient-regions python3
Language:Python 115
hans66hsu / nn_interpretability
Pytorch implementation of various neural network interpretability methods
pytorch lrp cnn-visualization interpretable-deep-learning interpretable saliency-map deepdream guided-backpropagation integrated-gradients smoothgrad activation-maximization deconvnet occlusion-sensitivity deeplift gradcam gradient-visualization interpretability-methods uncertainty-interpretability taylor-decomposition nn-interpretability
Language:Jupyter Notebook 104
marcellacornia / mlnet
A Deep Multi-Level Network for Saliency Prediction. ICPR 2016
saliency-map saliency-prediction human-eye-fixations ml-net saliency saliency-model
Language:Python 94
ServiceNow / azimuth
Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.
data-analysis error-analysis explainability explainable-ai machine-learning nlp saliency-map similarity-analysis text-classification uncertainty-quantification xai
Language:Python 53
massens / saliency-360salient-2017
Scanpath Prediction on 360 degree Images using deep learning
deep-learning deeplearning saliency-map convolutional-neural-networks scanpath
Language:Jupyter Notebook 52
LJOVO / TranSalNet
TranSalNet: Towards perceptually relevant visual saliency prediction. Neurocomputing (2022)
pytorch saliency-map saliency-prediction visual-saliency
Language:Python 47
srinadhu / CS231n
My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
convolutional-neural-networks knn svm softmax-classifier batchnorm dropout cifar10 pytorch rnn numpy lstm image-captioning coco-dataset network-visualization saliency-map fooling-images class-visualization style-transfer gan cs231n-assignment
Language:Jupyter Notebook 40
dschinagl / occam
Demo code for the paper: OccAM's Laser
3d-object-detection autonomous-driving explainable-ai lidar point-cloud pytorch saliency-map
Language:Python 39
TooTouch / WhiteBox-Part1
In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
explainable-ai deep-learning saliency-map interpretable-ai blackbox smoothgrad gradients backpropagation evaluate-models computer-vision machine-learning grad-cam guided-backpropagation integrated-gradients mnist cifar-10
Language:Jupyter Notebook 39
keiserlab / plaquebox-paper
Repo for Tang et al, bioRxiv 454793 (2018)
alzheimers-disease amlyoid-plaques convolutional-neural-networks deep-learning dementia explainable-ai immunohistochemical-images interpretable-machine-learning machine-learning medical-image-analysis pathology plaques saliency-map
Language:Jupyter Notebook 36
nian-liu / PiCANet
caffe saliency-map detection
Language:Jupyter Notebook 36
sunnynevarekar / pytorch-saliency-maps
Visualizing image-specific class saliency map in classification ConvNets in Pytorch
convolutional-neural-networks pytorch saliency-map
Language:Jupyter Notebook 36
wenguanwang / PAGE-Net
Salient Object Detection with Pyramid Attention and Salient Edges (CVPR19)
saliency saliency-detection saliency-prediction saliency-attentive-model saliency-map cvpr19
36
ysyscool / DINet
A dilated inception network for visual saliency prediction (TMM 2019)
saliency saliency-map
Language:Python 31
MarcoParola / pytorch-sidu
SIDU: SImilarity Difference and Uniqueness method for explainable AI
computer-vision deep-learning explainable-ai interpretable-ai pytorch saliency-map xai
Language:Python 30
MLNet-Pytorch
immortal3 / MLNet-Pytorch
Implementation of A Deep Multi-Level Network for Saliency Prediction in Pytorch
pytorch saliency-map saliency-detection computer-vision deep-learning convolutional-neural-networks
Language:Jupyter Notebook 29
takyamamoto / Fixation-Densitymap
Generate Heatmaps from eye tracking data
fixation-map saliency-map
Language:Python 29
DLX4 / xf-fusion
提出了一种新的红外与可见光图像融合算法，并基于zynq搭建了图像融合应用。
image-fusion fpga laplacian-pyramid llf saliency-map faster-llf
Language:C++ 28
hsientzucheng / CP-360-Weakly-Supervised-Saliency
CP-360-Weakly-Supervised-Saliency
computer-vision video-understanding 360-video saliency-map deep-neural-networks
Language:Python 26
cjf8899 / KeepAugment_Pytorch
:low_brightness:Unofficial PyTorch implementation of KeepAugment
augmentation implementation keepaugment pytorch saliency-map
Language:Python 21