RISE
Saliency generator
An algorithm to generate saliency maps from black-box models by querying multiple masked versions of input
Detect model's attention
157 stars
5 watching
49 forks
Language: Jupyter Notebook
last commit: about 6 years agoclassificationexplainable-aisaliencysaliency-mapxai
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A Python implementation of a depth-induced multi-scale recurrent attention network for RGB-D saliency detection | 105 | |
| An in-depth survey of salient object detection methods and their evaluation using various metrics. | 384 | |
| This project proposes a solution to predict salient areas in images using convolutional neural networks. | 186 | |
| A tool for extracting saliency maps from images without relying on specific classifiers. | 73 | |
| Provides code and datasets for a saliency object detection method that leverages captioning to improve accuracy | 50 | |
| A library for finding interest points in images using integral histograms and entropy-based saliency | 7 | |
| An approach to improving pedestrian detection from thermal images using saliency maps and deep learning techniques. | 38 | |
| Automatically generates scene graphs from images to aid in image captioning tasks | 221 | |
| An Explainable AI toolbox that provides various methods and tools to understand and interpret the behavior of neural networks | 654 | |
| A deep learning framework for unsupervised scene adaptation with memory regularization and pseudo label learning via uncertainty estimation | 387 | |
| Tool to generate Suricata rules from various input formats and configurations | 3 | |
| Provides preprocessor nodes for generating hint images in the ControlNet AI system | 2,408 | |
| Automates colour scheme generation from logo images using color quantization and clustering | 38 | |
| An implementation of an attention mechanism using TensorFlow 2 to analyze time series data. | 7 | |
| A tool for generating numerical fingerprints from atomic structures for machine learning tasks. | 406 |