Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
☆995Mar 20, 2024Updated 2 years ago
Alternatives and similar repositories for saliency
Users that are interested in saliency are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementations of some popular Saliency Maps in Keras☆165May 11, 2019Updated 6 years ago
- ☆113Nov 21, 2022Updated 3 years ago
- SmoothGrad implementation in PyTorch☆172Apr 4, 2021Updated 5 years ago
- Code for the TCAV ML interpretability project☆653Feb 5, 2026Updated 2 months ago
- Model interpretability and understanding for PyTorch☆5,592Apr 1, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A toolbox to iNNvestigate neural networks' predictions!☆1,306Apr 11, 2025Updated 11 months ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,703Feb 6, 2023Updated 3 years ago
- A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…☆758Aug 25, 2020Updated 5 years ago
- A generalized gradient-based CNN visualization technique☆297Apr 17, 2019Updated 6 years ago
- SalGAN: Visual Saliency Prediction with Generative Adversarial Networks☆380Dec 7, 2022Updated 3 years ago
- reference implementation for "explanations can be manipulated and geometry is to blame"☆37Jul 24, 2022Updated 3 years ago
- PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation☆337Nov 30, 2021Updated 4 years ago
- Interpretability Methods for tf.keras models with Tensorflow 2.x☆1,036Jun 3, 2024Updated last year
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆350Jul 22, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Detect model's attention☆174Jul 2, 2020Updated 5 years ago
- An implementation of Grad-CAM with keras☆665Apr 8, 2019Updated 7 years ago
- Code for Fong and Vedaldi 2017, "Interpretable Explanations of Black Boxes by Meaningful Perturbation"☆32Sep 25, 2019Updated 6 years ago
- A python toolbox for computing image saliency☆177Jun 27, 2023Updated 2 years ago
- Neural network visualization toolkit for keras☆2,998Feb 7, 2022Updated 4 years ago
- Visualizations for machine learning datasets☆7,361May 24, 2023Updated 2 years ago
- Visualising predictions of deep neural networks☆100May 25, 2018Updated 7 years ago
- Visualizing Deep Neural Network Decisions: Prediction Difference Analysis☆121Oct 31, 2017Updated 8 years ago
- [ICCV 2017] Torch code for Grad-CAM☆1,640Sep 17, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Pytorch implementation of convolutional neural network visualization techniques☆8,206Jan 1, 2025Updated last year
- An adversarial example library for constructing attacks, building defenses, and benchmarking both☆6,424Apr 10, 2024Updated 2 years ago
- Implementation of Grad CAM in tensorflow☆249Aug 9, 2022Updated 3 years ago
- Attributing predictions made by the Inception network using the Integrated Gradients method☆647Feb 23, 2022Updated 4 years ago
- tensorflow implementation of Grad-CAM (CNN visualization)☆315May 25, 2018Updated 7 years ago
- Shallow and Deep Convolutional Networks for Saliency Prediction☆188Dec 10, 2019Updated 6 years ago
- Full-gradient saliency maps☆211Feb 25, 2023Updated 3 years ago
- Towards Automatic Concept-based Explanations☆163May 1, 2024Updated last year
- Training Very Deep Neural Networks Without Skip-Connections☆589Jun 9, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Public facing deeplift repo☆873Apr 28, 2022Updated 3 years ago
- Showing the relationship between ImageNet ID and labels and pytorch pre-trained model output ID and labels☆10Oct 11, 2020Updated 5 years ago
- Gradient-weighted Class Activation Mapping (Grad-CAM) Demo☆110Aug 13, 2018Updated 7 years ago
- ☆52Aug 29, 2020Updated 5 years ago
- Lime: Explaining the predictions of any machine learning classifier☆12,114Jul 25, 2024Updated last year
- Source code/webpage/demos for the What-If Tool☆997Mar 29, 2026Updated last week
- Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.☆453Aug 25, 2018Updated 7 years ago