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The Top 23 Saliency Map Open Source Projects

Open source projects categorized as Saliency Map
Categories > Saliency Map
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24most recent commit 7 months agopypi stellargraph} Downloads
Deepgaze ⭐ 1,730
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.
most recent commit 5 months ago
Torch Cam ⭐ 1,695
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)
dependent packages 3total releases 9most recent commit 3 months agopypi torchcam} Downloads
Saliency ⭐ 926
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
dependent packages 5total releases 11most recent commit a month agopypi saliency} Downloads
Deeplift ⭐ 584
Public facing deeplift repo
dependent packages 6total releases 13most recent commit 2 years agopypi deeplift} Downloads
Salgan ⭐ 368
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
most recent commit a year ago
Deep_learning_nlp ⭐ 359
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
most recent commit 4 years ago
Sodsurvey ⭐ 299
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
most recent commit 3 years ago
Tf Keras Vis ⭐ 286
Neural network visualization toolkit for tf.keras
dependent packages 2total releases 30most recent commit 6 months agopypi tf-keras-vis} Downloads
Explainable Cnn ⭐ 196
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
total releases 10most recent commit 9 months ago
Minet ⭐ 168
CVPR2020, Multi-scale Interactive Network for Salient Object Detection
most recent commit 3 years ago
U2netdemo ⭐ 156
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.
most recent commit 2 years ago
Pytorch Smoothgrad ⭐ 156
SmoothGrad implementation in PyTorch
most recent commit 3 years ago
Deep Viz Keras ⭐ 144
Implementations of some popular Saliency Maps in Keras
most recent commit 5 years ago
Thermostat ⭐ 131
Collection of NLP model explanations and accompanying analysis tools
dependent packages 1total releases 5most recent commit 10 months agopypi thermostat-datasets} Downloads
Sam ⭐ 130
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)
most recent commit 5 years ago
Python Textualheatmap ⭐ 119
Create interactive textual heat maps for Jupiter notebooks
total releases 5most recent commit 4 years ago
Pysodmetrics ⭐ 102
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
total releases 6most recent commit 3 months ago
Visualize_atari ⭐ 99
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
most recent commit 2 years ago
Mlnet ⭐ 78
A Deep Multi-Level Network for Saliency Prediction. ICPR 2016
most recent commit 2 years ago
Xcos ⭐ 74
most recent commit 2 years ago
Fer ⭐ 73
Code for the paper "Facial Emotion Recognition: State of the Art Performance on FER2013"
most recent commit a year ago
Unisal ⭐ 70
Unified Image and Video Saliency Modeling (ECCV 2020)
most recent commit 3 years ago
The 6 Most Depended On Saliency Map Open Source Projects
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
Deeplift ⭐ 584
Public facing deeplift repo
dependent packages 6total releases 13latest release November 11, 2020most recent commit 2 years agopypi deeplift} Downloads
Saliency ⭐ 926
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
dependent packages 5total releases 11latest release June 14, 2022most recent commit a month agopypi saliency} Downloads
Tf Keras Vis ⭐ 286
Neural network visualization toolkit for tf.keras
dependent packages 2total releases 30latest release October 06, 2023most recent commit 6 months agopypi tf-keras-vis} Downloads
Thermostat ⭐ 131
Collection of NLP model explanations and accompanying analysis tools
dependent packages 1total releases 5latest release March 29, 2022most recent commit 10 months agopypi thermostat-datasets} Downloads
The 10 Latest Releases In Saliency Map Open Source Projects
Tf Keras Vis ⭐ 286
Neural network visualization toolkit for tf.keras
dependent packages 2total releases 30latest release October 06, 2023most recent commit 6 months agopypi tf-keras-vis} Downloads
Mss_saliency ⭐ 7
Detection of visually salient image regions using Maximum Symmetric Surround algorithm
total releases 8latest release September 19, 2022most recent commit 2 years ago
Pysodmetrics ⭐ 102
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
total releases 6latest release August 22, 2022most recent commit 3 months ago
Saliency ⭐ 926
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
dependent packages 5total releases 11latest release June 14, 2022most recent commit a month agopypi saliency} Downloads
Explainable Cnn ⭐ 196
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
total releases 10latest release April 13, 2022most recent commit 9 months ago
Thermostat ⭐ 131
Collection of NLP model explanations and accompanying analysis tools
dependent packages 1total releases 5latest release March 29, 2022most recent commit 10 months agopypi thermostat-datasets} Downloads
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
Deeplift ⭐ 584
Public facing deeplift repo
dependent packages 6total releases 13latest release November 11, 2020most recent commit 2 years agopypi deeplift} Downloads
Python Textualheatmap ⭐ 119
Create interactive textual heat maps for Jupiter notebooks
total releases 5latest release March 25, 2020most recent commit 4 years ago
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