Welcome to the AI Assets Catalog! Here you can browse, search and download all the assets currently indexed in the AI-on-Demand platform, including AI libraries, datasets, containers, and more. You are welcome to publish your own AI assets here! To do so, log in in to the platform, go to your dashboard and use the Submit new content button to access the submission forms.
GRU + SHAP - Explainable Predictive Maintenance for Irregular Multivariate Time Series
This recurrent neural network model exploits historical data measured from machine sensors to perform inference on future usage and detect possible future faults in the machine itself. Explainability metrics targets sensor groups and are powered by the SH...
Facebook Prophet + SHAP - Explainable Predictive Maintenance for Regular Multivariate Time Series
This regression model exploits historical data measured from machine sensors to perform inference on future usage and detect possible future faults in the machine itself. Explainability metrics targets sensor groups and are powered by the SHAP library.
Lightweight Face Detectors
Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion
Audio Deepfake Detection with GradCam Saliency Map Explainability
This app identifies whether an audio file is synthetic or real and uses GradCAM saliency maps to visualize the key audio features that influenced its classification.
ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences
Provides a framework for learning text-driven generative paths in pre-trained GANs.
Attribute-preserving Face Dataset Anonymization via Latent Code Optimization
Provides a framework for anonymizing faces in public datasets using pre-trained GANs.
WarpedGANSpace: Finding non-linear RBF paths in GAN latent space
Provides a framework for discovering non-linear interpretable paths in pre-trained GAN latent spaces.