Repository consisting important concepts of DL with Jupyter Notebook

Deep Learning Courses

This repository contains a Python-based image recognition project using TensorFlow and Keras. It leverages a pre-trained Convolutional Neural Network (CNN) model on the CIFAR-10 dataset to classify objects in images. The project supports image recognition from both local files and URLs.

A neural network that transforms a design mock-up into a static website.

Collection of free Notes,Courses,Videos,Projects,Articles and Repos Links To learn Machine learning ,Deep learning,Python,SQL,CNN,NLP,GAN,GNN,Transfomers,Flask,Django,and End to End Machine learning Projects

Application of Machine Learning tools from Python

An End-to-End project for COVID-19 detection through X-ray image of the chest.

Developing a quick CNN keras model to help digitise scanned chorochromatic maps. Deployed on the Winter Rainfall Acceptance Potential (WRAP) map

Deep Learning Courses

A deep learning-based system for predicting lung cancer from CT scan images using Convolutional Neural Networks (CNN). This project utilizes the Xception model for image classification into four categories: Normal, Adenocarcinoma, Large Cell Carcinoma, and Squamous Cell Carcinoma.

This is the cumulative repository for the research project Deep Learning Approach to Robotic Prosthetic Wrist Control using EMG Signals done in the AWEAR lab. This repository would consist of all the Data processing pipelines codes, custom data preprocessing library built for this project, and all the time series CNN training Jupyter notebooks u…

Summary of Assignment One from the Second semester of the MSc in Data Analytics program. This repository contains the CA1 assignment guidelines from the college and my submission. To see all original commits and progress, please visit the original repository using the link below.

This repository is a comparative analysis of various CNN models for gesture recognition, focusing on the impact of RGB versus grayscale images and the efficacy of transfer learning with VGG-16. It includes a detailed study with custom-built CNN architectures and VGG-16 models, exploring their performance in recognizing human gestures from images.

This repository contains a Brain-Tumor-MRI Image segmentation notebook file along with the Dataset and Research paper link.

Classification model for Pizza_Steak dataset using CNN model.

This project demonstrates how to build an image captioning model using TensorFlow. The model combines a pre-trained Convolutional Neural Network (CNN) for image feature extraction and a Long Short-Term Memory (LSTM) network for generating captions.

Proyek Akhir Pengolahan Citra Digital

Alertness detection inside vehicles or other places with straight eye alignment

A calculator that uses handwritten ಕನ್ನಡ (Kannada) digits and operators to calculate the result, using contour detection and ConvNet model predictions. Made using PyTorch, OpenCV, PIL and CustomTkinter.