Anime Scene Search by Image

🖼️A Deep Learning project that implements Content-Based Image Retrieval (CBIR) functionality using a Convolutional Autoencoder on the CIFAR-10 dataset. The system learns compressed feature representations (embeddings) of images to clean noisy inputs and retrieve visually similar images efficiently.

A Python-based image search system that finds similar images based on visual content rather than text tags or metadata.

This Telegram Bot can tell the anime when you send an screenshot to it

Performant content-based image retrieval using generalized hyperplane trees

A Content-Based Image Retrieval (CBIR) system comparing pre-trained (VGG16, ResNet50) and custom CNN models on the UKBench dataset using mAP and various distance metrics.

Content-Based Image Retrieval Server

This project focuses on advanced topics in image processing, compression, and feature extraction. It is divided into four exercises, each tackling a different aspect of computer vision and multimedia systems, including edge detection, lossless compression, image classification, and content-based image retrieval (CBIR).

"CBIR-MATLAB: A MATLAB implementation of a Content-Based Image Retrieval system that extracts image features and retrieves the most similar images from a dataset."

Putting LIRE into Solr - an ongoing project

Image Processing and Computer Vision Projects

A powerful Content-Based Image Retrieval (CBIR) system that finds visually similar images leveraging pre-trained VGG16 Convolutional Neural Network (CNN) and Elasticsearch.

A content-based image retrieval system using hypergraph-based manifold ranking and Vision Transformer features. Built in Python with Jupyter Notebook.

Application of CBIR in a real-world domain

Implementation "Feature re-weighting in Content-based image retrieval" on FGVC dataset

Robust Content Based Image Retreival which utilizes Vision transformer, Colors, Metadata and User Feedbacks for the images uploaded and to retreive images from the system as per user query, using combination of Boolean model and VSM.

A content-based image retrieval (CBIR) system with Bayesian relevance feedback, utilizing color, shape, and texture descriptors for efficient image search.

Content-Based Image Retrieval System with Relevance Feedback

Content-Based Medical Image Retrieval System - IR project

An Unsupervised Distance Learning Framework for Multimedia Retrieval