Artificial Intelligence (AI) projects help learners apply concepts such as machine learning, deep learning and generative AI to solve real-world problems. This article covers AI projects with source code across areas such as natural language processing (NLP), computer vision, speech recognition, healthcare, prediction and recommendation systems.
1. Natural Language Processing (NLP)
NLP projects focus on enabling computers to understand, process and generate human language.
- Fake News Detection Model Using TensorFlow
- Chatbot Using Vector Embeddings
- Sentiment Classification
- Text Summarization
- Named Entity Recognition
- Machine Translation with Transformer
- Hate Speech Detection
- Building an Autocorrector
- Detecting Spam Emails
- Next Sentence Prediction
- Customer Review Sentiment Analysis
2. Computer Vision & Image Processing
Computer vision projects use AI to interpret images and videos for tasks such as recognition, detection and segmentation.
- Object Detection Using YOLO
- Image Caption Generator
- Handwritten Digit Recognition Using Neural Networks
- Image Segmentation Using U-Net
- Sign Language Recognition System Using TensorFlow
- License Plate Detection and Recognition
- Face Mask Detection Using TensorFlow
- Emotion Detection Using CNN
- Traffic Sign Recognition Using CNN
3. Generative AI
Generative AI projects explore how models create new content such as text, images, code and music.
- Text-to-Image Generation Using Stable Diffusion
- Image Generation Using GANs
- Text Generation Using Recurrent LSTM Networks
- Python Code Generation Using Transformers
- Music Generation Using RNN
4. Speech and Audio AI
Speech and audio projects use AI to recognize spoken language, classify sounds and identify emotions in speech.
- Voice Assistant Using Python
- Automatic Speech Recognition Using Whisper
- Audio Classification Using Hugging Face Transformers
- Speech Emotion Recognition Using Transfer Learning
5. Prediction & Forecasting
These projects use machine learning and deep learning to predict future trends, estimate values and support data-driven decisions.
- Stock Price Prediction
- Sales Forecast Prediction
- Weather Prediction Using LSTM
- House Price Prediction
- Customer Churn Prediction
- Flight Delay Prediction
- Rainfall Prediction
- IPL Score Prediction
- Human Activity Recognition
6. Healthcare & Anomaly Detection
These projects apply AI to medical data analysis, disease prediction and the identification of unusual patterns.
- Heart Disease Prediction Using ANN
- Lung Cancer Detection Using CNN
- Pneumonia Detection
- Parkinson's Disease Prediction
- Anomaly Detection Using TensorFlow
7. Recommendation & Other AI
These projects demonstrate how AI can personalize recommendations, group customers, detect fraud and analyze visual or textual data.
