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: over 5 years ago classificationexplainable-aisaliencysaliency-mapxai
Related projects:
| Repository | Description | Stars |
|---|---|---|
 jiwei0921/dmra | A Python implementation of a depth-induced multi-scale recurrent attention network for RGB-D saliency detection | 105 |
 wenguanwang/sodsurvey | An in-depth survey of salient object detection methods and their evaluation using various metrics. | 384 |
 imatge-upc/saliency-2016-cvpr | This project proposes a solution to predict salient areas in images using convolutional neural networks. | 186 |
 kondiz/casme | A tool for extracting saliency maps from images without relying on specific classifiers. | 73 |
 zhangludl/code-and-dataset-for-capsal | Provides code and datasets for a saliency object detection method that leverages captioning to improve accuracy | 50 |
 marcoscoffier/torch-saliency | A library for finding interest points in images using integral histograms and entropy-based saliency | 7 |
 information-fusion-lab-umass/salient-pedestrian-detection | An approach to improving pedestrian detection from thermal images using saliency maps and deep learning techniques. | 38 |
 yangxuntu/sgae | Automatically generates scene graphs from images to aid in image captioning tasks | 221 |
 deel-ai/xplique | An Explainable AI toolbox that provides various methods and tools to understand and interpret the behavior of neural networks | 654 |
 layumi/seg-uncertainty | A deep learning framework for unsupervised scene adaptation with memory regularization and pseudo label learning via uncertainty estimation | 387 |
 dgenzer/surify-cli | Tool to generate Suricata rules from various input formats and configurations | 3 |
 fannovel16/comfyui_controlnet_aux | Provides preprocessor nodes for generating hint images in the ControlNet AI system | 2,408 |
 dcollien/dreamcoat | Automates colour scheme generation from logo images using color quantization and clustering | 38 |
 alexbrillant/seq2seq-attention | An implementation of an attention mechanism using TensorFlow 2 to analyze time series data. | 7 |
 singroup/dscribe | A tool for generating numerical fingerprints from atomic structures for machine learning tasks. | 406 |