Salient Object Detection in the Deep Learning Era: An In-Depth Survey
-
Updated
Jan 9, 2021
#
saliency-maps
Here are 49 public repositories matching this topic...
Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]
computer-vision deep-learning tensorflow convolutional-neural-networks encoder-decoder paper-implementations spatial-attention saliency-prediction human-fixations saliency-maps
-
Updated
May 28, 2024 - Python
Neural network visualization toolkit for tf.keras
visualization python deep-learning tensorflow keras grad-cam keras-visualization saliency explainable-ai explainable-ml xai gradcam gradcam-plus-plus keras-vis explainability xai-library saliency-maps activation-maximization score-cam
-
Updated
Mar 12, 2025 - Python
Code for the paper "Facial Emotion Recognition: State of the Art Performance on FER2013"
-
Updated
May 7, 2023 - Jupyter Notebook
8000 lartpang / PySODMetrics
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrics
metrics python3 saliency-map metrics-reported metrics-library saliency salient-object-detection salient-regions saliency-detection saliency-model saliency-prediction saliency-maps saliency-methods metrics-evaluation
-
Updated
Aug 23, 2026 - 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
-
Updated
Nov 1, 2023 - Python
Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras
-
Updated
May 17, 2020 - Jupyter Notebook
Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
-
Updated
May 4, 2021
XAI-driven augmentation & diagnostics for PyTorch vision - find model failures, fix with saliency-guided augmentation (ICD/AICD), prove with auditable reports.
python machine-learning computer-vision deep-learning neural-network grad-cam pytorch vision image-classification object-detection data-augmentation augmentation model-analysis interpretability explainable-ai xai torchvision explainability model-debugging saliency-maps
-
Updated
Aug 23, 2026 - Python
Collection of NLP model explanations and accompanying analysis tools
natural-language-processing transformers datasets heatmaps interpretability explainability saliency-maps feature-attribution captum explainable-nlp
-
Updated
Jun 26, 2023 - Jsonnet
A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.
demo deep-learning pytorch interpretability saliency explainable-ai xai gradcam cnn-visualization visual-explanations saliency-maps pytorch-gradcam
-
Updated
Sep 29, 2020 - Jupyter Notebook
This is an official implementation for Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation. [CVPR'25] Better understand discriminative traits between similar species.
computer-vision visualizations class-activation-maps fine-grained-classification explainable-ai xai saliency-maps vision-transformers
-
Updated
May 20, 2026 - Jupyter Notebook
Codes for the AAAI 2021 paper "Locate Globally, Segment locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection"
-
Updated
Jul 23, 2022 - Python
Official Repository for ECCV 2020 paper "AiR: Attention with Reasoning Capability"
-
Updated
Jun 29, 2021 - Python
Visual Search Model: A Bayesian model for visual search on natural scenes.
-
Updated
Mar 30, 2023 - MATLAB
Visualizer for PyTorch image models
grad-cam pytorch visualizer deep-networks feature-inversion deep-dream adversarial-attacks pytorch-image-classifier saliency-maps
-
Updated
Jun 3, 2021 - Jupyter Notebook
reference implementation of Real-time Salient Object Detection based on Division of Gaussians [Katramados/Breckon, 2011]
opencv computer-vision image-processing feature-extraction object-detection gaussian-filter saliency-map computer-vision-algorithms saliency saliency-detection visual-salience visual-saliency saliency-model saliency-prediction image-processing-python saliency-maps saliency-analysis
-
Updated
Oct 29, 2025 - Python
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
python neural-network tensorflow keras convolutional-neural-networks gradients backpropagation hyperspectral-image-classification cao deep-visualization hyperspectral-imaging guided-backpropagation deep-viz activation-maps keras-vis band-selection integrated-gradients indianpines saliency-maps visual-backpropagation
-
Updated
Mar 7, 2020 - Python
The official PyTorch implementation of IEEE Transactions on Image Processing 2021 paper "Rethinking the U-shape Structure for Salient Object Detection"
pytorch saliency salient-object-detection saliency-detection u-net object-segmentation saliency-prediction saliency-maps
-
Updated
Dec 1, 2022 - Python
Improve this page
Add a description, image, and links to the saliency-maps topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the saliency-maps topic, visit your repo's landing page and select "manage topics."