FastAPI backend for ext

A comprehensive cheat sheet and collection of test cases for Docling, covering document conversion, serialization & chunking, and RAG with various AI development frameworks. Includes detailed examp…

👑GLiNER is a Named Entity Recognition (NER) model capable of identifying any entity type using a bidirectional transformer encoder (BERT-like). It provides a practical alternative to traditional NE…

Machine learning system for automated voice call quality assessment. Predicts quilty score using audio features and machinelearning for telecom optimization

Automatic image colorization using a hybrid UNet-GAN architecture. Transforms grayscale images into vibrant, realistic color photos with deep learning.

Machine Learning pipeline for brain tumor classification (glioma, meningioma, pituitary) using MRI scans. Implements CNN, Transfer Learning, and explainable AI techniques for medical diagnostics.

Benchmarking six CNN architectures (Custom CNN, DenseNet, VGG16/19, MobileNet, ResNet50) for deepfake detection. Evaluates performance on manipulated vs. authentic images with metrics for accuracy,…

Implementing Bee Colony Optimization (BCO) to enhance machine learning models (classification/regression) through swarm intelligence. Features hyperparameter tuning and feature selection capabilities.

Generative Adversarial Networks (GANs) for high-quality synthetic image generation, supporting DCGAN, WGAN, and conditional GAN architectures

Leverages ant colony optimization to train neural network weights for enhanced financial risk forecasting accuracy.

This repository contains a U-Net-based deep learning model for semantic segmentation of the left ventricle (LV) from 2D cardiac MRI images. The model is designed to assist in medical image analysis…

Audio_Signals_classification_Using_Deep_learning

IoT_Based_Traffic_Congestion_Prediction_System_for_Smart_Cities_using_Machine_Learning

learn Pytorch with this sheet sheet code

simple-sentiment-analysis