computer vision and sports

Train Models Contrastively in Pytorch

OpenL3: Open-source deep audio and image embeddings

Locally run web app and Chrome extension to remove duplicates from Google Photos

This repository contains the implementation of a facings identifier using YOLOv8 and image embeddings. The goal of this project is to count the number of facings (product instances) of each product present on shelves in a retail store using computer vision techniques.

A Python toolkit for image clustering using deep learning, PCA, and K-means, with support for GPU and CPU processing. Simplify your image analysis projects with advanced embeddings, dimensionality reduction, and automated visual categorization.

Kernel Fisher Discriminant Analysis implementation following https://arxiv.org/abs/1906.09436

Content for workshops on computer vision @ HPI's AI Service Center

A lightweight Text-to-Image Retrieval model [Web App]

Code implementation for our ICPR, 2020 paper titled "Improving Word Recognition using Multiple Hypotheses and Deep Embeddings"

Hybrid recommendation engine using deep learning that incorporates user and item features, including images and text.

Code implementation for our DAS, 2020 paper titled "Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval"

Mind-X is my intelligent alter ego that understands me the best. It assists with and resolves my bothersome tasks, growing in real-time as a next-generation PersonAI system.

LightweightEmbeddings is a fast, free, and unlimited API service for multilingual embeddings and reranking, with support for both text and images and guaranteed uptime.

project group 129

Text2ImageDescription retrieves relevant images from Pascal VOC 2012 dataset using OpenAI CLIP, based on text queries, and generates descriptions using quantized Mistral-7b model.

This notebook demonstates end-to-end process of generating image embeddings from Flickr8k dataset using InceptionV3 and generate captions using LSTM.

end-to-end image search app

Raven – The Embedder is a standalone Python module from the Retraven project that powers text and image embedding pipelines. It integrates with Qdrant for vector storage, MinIO for object storage, and RabbitMQ for asynchronous task orchestration—making it ideal for embedding-driven AI applications.

SmartGallery is a desktop app that organizes and searches large photo collections using AI. It generates captions, tags, and CLIP embeddings, supports natural language search, live folder updates, and fast thumbnail viewing, turning scattered images into a structured, searchable personal gallery.