TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
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Updated
May 6, 2024 - Python
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Blazing fast framework for fine-tuning similarity learning models
A python project for checking plagiarism of documents based on cosine similarity
Real-Time Face Recognition use SCRFD, ArcFace, ByteTrack and Similarity Measure
Fast similarity search using DuckDB
Tika-Similarity uses the Tika-Python package (Python port of Apache Tika) to compute file similarity based on Metadata features.
Web Application for checking the similarity between query and document using the concept of Cosine Similarity.
[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"
Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations.
It is a content based recommender system that uses tf-idf and cosine similarity for N Most SImilar Items from a dataset
Fast Image Retrieval (FIRe) is an open source project to promote image retrieval research. It implements most of the major binary hashing methods to date, together with different popular backbone networks and public datasets.
Organize and classify files based on their content using NLP
Implementation of TextRank with the option of using pre-trained Word2Vec embeddings as the similarity metric
To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.
Calculation and visualization of molecular networks based on t-SNE algorithm
This is a course recommendation system that generates recommendation based on the study patterns and cognitive level of the students. The features are extracted using huge and raw log files. The web interface is built using the flask framework.
✨ PicTrace is an advanced Python-based web application that allows users to find visually similar images from a comprehensive photo archive. Leveraging the power of deep learning and modern image processing techniques, PicTrace delivers fast and accurate search functionality that is ideal for tasks such as cataloging...
LLM Evaluation and Observability System for Football Content
📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.
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