25 Deep Learning Projects with Source Code and Reports
At Aislyn Technologies, Belagavi, we provide cutting-edge Deep Learning projects for final year students pursuing Computer Science, AI & ML, Data Science, and related streams.
🔹 Top 25 Deep Learning Project Ideas:
Face Mask Detection using CNN
Real-Time Sign Language Translator
Object Detection using YOLOv5
Pneumonia Detection from Chest X-Rays
DeepFake Video Detection
Brain Tumor Classification using CNN
AI-Based Music Genre Classification
Driver Drowsiness Detection
Handwritten Digit Recognition (MNIST)
Emotion Detection from Facial Expressions
Dog vs. Cat Image Classifier
Real-Time Human Action Recognition
OCR – Text Detection from Images
Plant Disease Detection using Deep Learning
Language Translation using Sequence-to-Sequence Models
Gender and Age Prediction from Face
Automatic Image Caption Generator using LSTM
Speech Emotion Recognition
Mask R-CNN for Object Segmentation
Deep Learning-based Chatbot
Fake Currency Detection System
Road Lane Line Detection using CNN
Face Recognition-based Smart Attendance
AI Virtual Makeup Application
AI-Powered Resume Screening Tool
Each project includes:
Abstract + problem statement
Full source code
Labeled dataset or source guidance
IEEE-compliant report
Demo video and viva support
Key Features & Benefits
Tools, Frameworks, and Technologies Used
We develop projects using powerful deep learning frameworks:
Languages: Python
Libraries: TensorFlow, Keras, PyTorch, OpenCV
Models: CNN, RNN, LSTM, Autoencoders, Transfer Learning (VGG, ResNet, MobileNet)