saliency-maps

There are 0 repository under saliency-maps topic.

wenguanwang / SODsurvey
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
salient-object-detection saliency visual-attention saliency-prediction survey sod saliency-maps
382
keisen / tf-keras-vis
Neural network visualization toolkit for tf.keras
activation-maximization deep-learning explainability explainable-ai explainable-ml grad-cam gradcam gradcam-plus-plus keras keras-vis keras-visualization python saliency saliency-maps score-cam tensorflow visualization xai xai-library
Language:Python 305
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 236
alexanderkroner / saliency
Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]
saliency-prediction convolutional-neural-networks computer-vision deep-learning tensorflow paper-implementations saliency-maps human-fixations encoder-decoder spatial-attention
Language:Python 168
DFKI-NLP / thermostat
Collection of NLP model explanations and accompanying analysis tools
explainability interpretability natural-language-processing transformers datasets feature-attribution saliency-maps heatmaps captum explainable-nlp
Language:Jsonnet 141
altamiracorp / awesome-xai
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
awesome awesome-list explanations saliency-maps saliency-methods xai
119
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
usef-kh / fer
Code for the paper "Facial Emotion Recognition: State of the Art Performance on FER2013"
saliency-maps optimizers architecture tuning loss vggnet fer2013 fer facial-emotions schedulers
Language:Jupyter Notebook 89
IbrahimSobh / see-inside-cnn
Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras
saliency-maps grad-cam-visualization visualization-methods deep-networks convolution-layer cnns
Language:Jupyter Notebook 68
szzexpoi / AiR
Official Repository for ECCV 2020 paper "AiR: Attention with Reasoning Capability"
saliency-maps attention-supervision attention machine-attention
Language:Python 43
bradleybin / Locate-Globally-Segment-locally-A-Progressive-Architecture-With-Knowledge-Review-Network-for-SOD
Codes for the AAAI 2021 paper "Locate Globally, Segment locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection"
knowledge-review-network saliency-detection saliency-maps salient-object-detection
Language:Python 42
fastcam
LLNL / fastcam
A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.
saliency-maps gradcam pytorch-gradcam demo deep-learning explainable-ai saliency interpretability visual-explanations xai pytorch cnn-visualization
Language:Jupyter Notebook 42
novice03 / timm-vis
Visualizer for PyTorch image models
pytorch visualizer pytorch-image-classifier saliency-maps grad-cam adversarial-attacks deep-dream feature-inversion deep-networks
Language:Jupyter Notebook 41
Information-Fusion-Lab-Umass / Salient-Pedestrian-Detection
object-detection pedestrian-detection saliency-maps salient-object-detection saliency-detection pytorch-implementation faster-rcnn pica-net
36
zal0302 / CII
The official PyTorch implementation of IEEE Transactions on Image Processing 2021 paper "Rethinking the U-shape Structure for Salient Object Detection"
pytorch saliency saliency-detection salient-object-detection u-net saliency-maps object-segmentation saliency-prediction
Language:Python 19
torrvision / whoneedsadversaries
Code implementing the experiments described in the NeurIPS 2018 paper "With Friends Like These, Who Needs Adversaries?".
adversarial-examples decision-boundaries saliency-maps adaptive-attacks universal-adversarial-perturbations defense-methods adversaries deep-convolutional-networks machine-learning-visualization robustness adversarial-attacks
Language:MATLAB 13
daniel-rychlewski / Cao-Keras-Visualization
Neural network visualization tool after an optional model compression with parameter pruning: (integrated) gradients, guided/visual backpropagation, activation maps for the cao model on the IndianPines dataset
neural-network python band-selection hyperspectral-image-classification indianpines hyperspectral-imaging cao convolutional-neural-networks keras tensorflow keras-vis deep-viz deep-visualization saliency-maps activation-maps backpropagation integrated-gradients guided-backpropagation visual-backpropagation gradients
Language:Python 8
DoG-saliency
tobybreckon / DoG-saliency
reference implementation of Real-time Salient Object Detection based on Division of Gaussians [Katramados/Breckon, 2011]
computer-vision computer-vision-algorithms feature-extraction gaussian-filter image-processing image-processing-python object-detection opencv saliency saliency-analysis saliency-detection saliency-map saliency-maps saliency-model saliency-prediction visual-salience visual-saliency
Language:Python 8
DFKI-NLP / SMV
Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2023)
chatgpt explainability explainable-nlp feature-attribution integrated-gradients interpretability saliency-maps saliency-methods text-classification transformers
Language:Python 6
riccardomusmeci / saldet
Saliency Detection library (models, loss, utils) with PyTorch
computer-vision deep-learning neural-networks pytorch pytorch-lightning saliency-detection saliency-maps
Language:Python 6
NeuroLIAA / sibs
Visual Search Model: A Bayesian model for visual search on natural scenes.
human-vision scanpath-prediction saliency-maps bayesian-models
Language:MATLAB 5
matlab-deep-learning / compare-gradient-attribution-maps
Sanity checks for comparing gradient attribution maps
deep-learning example gradient-attribution gradient-attribution-map matlab matlab-deep-learning saliency-maps
Language:MATLAB 3
RuoyuGuo / Visualising-Image-Classification-Models-and-Saliency-Maps
implementation of Visualising Image Classification Models and Saliency Maps
saliency-maps cnn visualization
Language:Jupyter Notebook 3
reidenong / VisuallySalientText
This project uses Deep Learning to extract Salient text from an image using State-of-the-Art Vision Transformer Architecture.
artificial-neural-networks computer-vision saliency-maps saliency-prediction transformer-models
Language:Python 2
Ankit-Kumar-Saini / Applications-of-Data-Science
Programming assignments to demonstrate the Applications of Data Science. These were completed as part of the Plaksha Tech Leaders Fellowship program.
beautifulsoup data-visualization deep-learning exploratory-data-analysis flask image-captioning inceptionv3 keras opencv pandas python3 saliency-maps scikit-learn sentiment-analysis sqlalchemy sqlite3 tensorflow2 transfer-learning web-app web-scraping
Language:Jupyter Notebook 1
kpandey008 / Visualizing-CNNs
This project aims to study the kind of representations learned by ConvNets at different layers.
tensorflow convolutional-neural-networks machine-learning deep-learning computer-vision visualization cnn convolutional-networks convnet mahendran simonyan saliency-maps image-score
Language:Jupyter Notebook 1
mrcMlnr / PVCFA
PVCFA: Principal Variation Context Feature Attribution - Distributed Chess for Perturbation-based Saliency Maps
chess kth multiagent reinforcement-learning saliency saliency-maps
Language:Jupyter Notebook 1
sahagobinda / EPR
Official [WACV] Code Repository for "Saliency Guided Experience Packing for Replay in Continual Learning"
continual-learning deep-learning saliency-maps
1
Tajini-tech / Alzheimer-Web
Web application for 3D Visualization of Alzheimer's disease Signatures
alzheimers-disease cnn-keras explanation plotly-dash saliency-maps
Language:Jupyter Notebook 1
HoseinAzad / Saliency-prediction-pytorch
Deep convolutional network for saliency prediction, implemented by PyTorch
deep-convolutional-networks pytorch saliency-detection saliency-maps saliency-prediction
Language:Python 0
jacklyonlee / erms
Explainability and Robustness in Metric Space
adversarial-attacks point-cloud pytorch saliency-maps
Language:Python 0
bourcierj / rdfia-tme9-visu-nn
saliency-maps adversarial-examples class-visualization cnn-visualization pytorch imagenet
Language:Jupyter Notebook

saliency-maps

wenguanwang / SODsurvey

keisen / tf-keras-vis

lartpang / MINet

alexanderkroner / saliency

DFKI-NLP / thermostat

altamiracorp / awesome-xai

lartpang / PySODMetrics

usef-kh / fer

IbrahimSobh / see-inside-cnn

szzexpoi / AiR

bradleybin / Locate-Globally-Segment-locally-A-Progressive-Architecture-With-Knowledge-Review-Network-for-SOD

LLNL / fastcam

novice03 / timm-vis

Information-Fusion-Lab-Umass / Salient-Pedestrian-Detection

zal0302 / CII

torrvision / whoneedsadversaries

daniel-rychlewski / Cao-Keras-Visualization

tobybreckon / DoG-saliency

DFKI-NLP / SMV

riccardomusmeci / saldet

NeuroLIAA / sibs

matlab-deep-learning / compare-gradient-attribution-maps

RuoyuGuo / Visualising-Image-Classification-Models-and-Saliency-Maps

reidenong / VisuallySalientText

Ankit-Kumar-Saini / Applications-of-Data-Science

kpandey008 / Visualizing-CNNs

mrcMlnr / PVCFA

sahagobinda / EPR

Tajini-tech / Alzheimer-Web

HoseinAzad / Saliency-prediction-pytorch

jacklyonlee / erms

bourcierj / rdfia-tme9-visu-nn