Ducho: A Unified Framework for Multimodal Feature Extraction in AI-Powered Recommendations

16 Feb 2025

Ducho streamlines multimodal feature extraction for AI-driven recommendations, supporting audio, visual, and textual data.

Ducho, the AI That Knows What You Think About That Toaster

16 Feb 2025

Ducho extracts textual features from product descriptions and user reviews using multilingual BERT for sentiment analysis, refining AI-powered recommendations.

Making AI Recommendations Smarter with Visual, Text, and Audio Data

16 Feb 2025

Explore Ducho’s real-world demos in fashion and music recommendation, leveraging visual, textual, and audio features for AI-driven recommendations.

Ducho’s Big Bet: A Unified Future for Multimodal AI

16 Feb 2025

Ducho streamlines multimodal feature extraction with a structured pipeline and a pre-configured Docker image for GPU-accelerated deep learning.GPU acceleration

A New Way to Extract Features for Smarter AI Recommendations

16 Feb 2025

Ducho’s modular architecture streamlines multimodal feature extraction with dataset handling, deep learning integration, and YAML-based configuration.

A Unified Framework for Multimodal Feature Extraction in Recommendation Systems

16 Feb 2025

Ducho is a unified framework integrating TensorFlow, PyTorch, and Transformers to streamline multimodal feature extraction for recommendation systems.