Deep Learning Projects

Explore deep learning projects for engineering students, including CNN, RNN, LSTM, neural networks, computer vision, and natural language processing applications. Discover AI-based final-year projects with practical implementations, source code, and project ideas.

Smoke recognition using deep learning for image-based smoke detection with Python

Smoke Recognition Using Deep Learning: Python Project for Final-Year Students

Introduction Smoke recognition using deep learning is an AI-based project that uses image processing and deep learning techniques to identify smoke in images or video frames. This project is suitable for B.Tech, B.E., Computer Science, Information Technology, Artificial Intelligence, and Data Science students looking for a practical final-year engineering project. The Smoke Recognition Using Deep

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Deepfake image detection using deep learning with Python to identify manipulated faces

Deepfake Image Detection Using Deep Learning | Python Final Year Project

Introduction 🎯 Deepfake image detection using deep learning is an artificial intelligence project that identifies images that may contain manipulated or AI-generated facial content. With the rapid growth of generative AI, face swapping, and synthetic media, detecting potentially fake images has become an important research area in computer science, cybersecurity, and digital media verification. The

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Deepfake detection using machine learning with Python to identify manipulated facial images

Deepfake Detection using Machine Learning | Computer Science Projects 2026

Introduction Deepfake Detection Using Machine Learning is an AI-based project designed to identify potentially manipulated images and videos by analyzing visual patterns and extracting useful features. With the growing use of artificial intelligence to create realistic fake media, deepfake detection has become an important topic in computer science, cybersecurity, and digital media analysis. This Deepfake

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Real time crowd counting using deep learning with Python and computer vision

Real Time Crowd Counting using Deep Learning | Computer Vision Projects

Introduction Real time crowd counting using deep learning is an AI-based computer vision project that detects people in video streams and estimates the number of individuals present in a scene. This project uses Python and deep learning techniques to demonstrate how automated crowd analysis can support applications such as public-space monitoring, event management, and crowd-density

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Real time person detection and counting project using Python and deep learning

Real Time Person Detection and Counting Project Using Python

Introduction The real time person detection and counting project using Python is a computer vision application designed to detect people in video streams and estimate the number of people visible in each frame. This project uses Python, OpenCV, and a suitable deep learning object detection model to demonstrate how automated people monitoring can work in

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COVID-19 patient count prediction using LSTM with Python

COVID-19 Patient Count Prediction Using LSTM | Machine Learning Project

Introduction The COVID-19 patient count prediction using LSTM project is a machine learning and deep learning project designed to analyze historical COVID-19 data and forecast patient counts using Long Short-Term Memory (LSTM) neural networks. Developed using Python, this project demonstrates how time-series analysis and deep learning can be applied to understand trends in pandemic-related data.

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Cloth detection using deep learning with Python for virtual try-on and image processing

Cloth Detection Using Deep Learning in Video and Virtual Try-On Using Image Processing

Introduction Cloth detection using deep learning is an AI-based project that explores how computer vision and image processing can identify clothing items in images or video and support virtual try-on applications. Developed as a Python project concept, it is suitable for students interested in artificial intelligence, deep learning, image processing, and fashion technology. The cloth

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Image caption generator using CNN and deep learning with Python

Image Caption Generator using CNN | Deep Learning | Python Projects for Resume

Introduction An image caption generator using CNN is a deep learning project that combines computer vision and natural language generation to produce meaningful text descriptions of images. Developed using Python and deep learning techniques, this project demonstrates how an AI application can analyze visual content and generate captions that describe objects, scenes, and activities. This

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Image caption generator using deep learning with Python

Image Caption Generator using Deep Learning | Machine Learning Projects

Introduction An image caption generator using deep learning is an artificial intelligence project that automatically generates meaningful text descriptions for images. Using Python, computer vision, and deep learning models, this project demonstrates how an AI application can analyze visual content and convert it into natural-language captions. This project is suitable for B.Tech, B.E., Computer Science,

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Image caption generator using CNN and deep learning with Python

Image Caption Generator using CNN | Machine Learning Projects for Final Year

Introduction An image caption generator using CNN is a deep learning project that automatically generates text descriptions for images using computer vision and natural language generation techniques. Developed using Python, this project demonstrates how an AI system can analyze visual information and produce meaningful captions describing the content of an image. This project is suitable

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