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saliency-map
Here are 69 public repositories matching this topic...
Open
Notebook Examples
3
kamathhrishi
commented
Jun 27, 2019
The current examples are in the form of scripts. To make easier and more interactive for users of the library it would help to have notebooks demonstrating these examples. For now the notebooks would go under examples folder under branch 2.0 where porting to Python 3+ is happening.
Open
Add Unit Tests
1
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
machine-learning
deep-neural-networks
deep-learning
tensorflow
image-recognition
convolutional-neural-networks
object-detection
saliency-map
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Updated
Aug 28, 2020 - Jupyter Notebook
Public facing deeplift repo
sensitivity-analysis
saliency-map
interpretability
guided-backpropagation
interpretable-deep-learning
deeplift
integrated-gradients
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Updated
Aug 18, 2020 - Python
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
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Updated
Mar 11, 2020 - Jupyter Notebook
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
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Updated
Nov 8, 2019 - Python
Implementations of some popular Saliency Maps in Keras
visualization
machine-learning
deep-learning
keras
convolutional-neural-networks
gradient
saliency-map
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May 11, 2019 - Jupyter Notebook
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
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Updated
Apr 29, 2019 - Python
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
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Updated
Aug 21, 2020 - Python
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
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Updated
Aug 15, 2018 - Jupyter Notebook
A Deep Multi-Level Network for Saliency Prediction. ICPR 2016
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Updated
Jun 16, 2020 - Python
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-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
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Updated
Aug 26, 2020 - Python
Detect model's attention
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Jul 2, 2020 - Jupyter Notebook
Scanpath Prediction on 360 degree Images using deep learning
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Apr 25, 2018 - Jupyter Notebook
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Sep 23, 2018 - Jupyter Notebook
Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Bounding Box Creation and Salient Feature Highlighting
python
machine-learning
deep-learning
tensorflow
pytorch
bounding-boxes
saliency-map
background-removal
u2net
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Updated
Aug 26, 2020 - Jupyter Notebook
Unified Image and Video Saliency Modeling (ECCV 2020)
machine-learning
deep-learning
saliency-map
saliency
image-saliency
saliency-detection
eccv
ucf-sports
visual-salience
visual-saliency
saliency-model
saliency-prediction
salicon
video-saliency
dhf1k
eccv2020
eccv-2020
video-saliency-prediction
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Updated
Aug 14, 2020 - Python
In this part, i've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
machine-learning
computer-vision
deep-learning
grad-cam
mnist
gradients
backpropagation
blackbox
saliency-map
cifar-10
smoothgrad
guided-backpropagation
interpretable-ai
explainable-ai
integrated-gradients
evaluate-models
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Updated
Mar 4, 2020 - Jupyter Notebook
Repo for Tang et al, bioRxiv 454793 (2018)
machine-learning
deep-learning
convolutional-neural-networks
immunohistochemical-images
alzheimers-disease
dementia
saliency-map
pathology
medical-image-analysis
plaques
explainable-ai
interpretable-machine-learning
amlyoid-plaques
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Mar 24, 2019 - Jupyter Notebook
Implementation of A Deep Multi-Level Network for Saliency Prediction in Pytorch
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Updated
Mar 12, 2019 - Jupyter Notebook
My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
numpy
svm
pytorch
lstm
dropout
gan
style-transfer
rnn
image-captioning
convolutional-neural-networks
network-visualization
knn
cifar10
saliency-map
batchnorm
softmax-classifier
cs231n-assignment
fooling-images
class-visualization
coco-dataset
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Updated
Sep 5, 2018 - Jupyter Notebook
CP-360-Weakly-Supervised-Saliency
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Updated
Mar 23, 2019 - Python
Salient Object Detection with Pyramid Attention and Salient Edges (CVPR19)
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Updated
Aug 30, 2019
Repository for implementation of SalNet360 in Caffe
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Updated
Jul 5, 2018 - MATLAB
A dilated inception network for visual saliency prediction (TMM 2019)
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Updated
Jun 4, 2019 - Python
Pytorch realization for "Reverse Attention for Salient Object Detection": ECCV2018.
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Updated
Jan 1, 2019 - Python
This is the GitHub page for the QoMEX 2018 paper: Visual Attention in Omnidirectional Video for Virtual Reality Applications
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Updated
Jul 7, 2019 - Jupyter Notebook
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Description
Currently our unit tests are disorganized and each test creates example StellarGraph graphs in different or similar ways with no sharing of this code.
This issue is to improve the unit tests by making functions to create example graphs available to all unit tests by, for example, making them pytest fixtures at the top level of the tests (see https://docs.pytest.org/en/latest/