IEEE 2026 Machine Learning Projects | AI Deep Learning Computer Vision NLP Predictive Modeling Projects Bangalore

IEEE Xplore 2026

Latest IEEE 2026 Machine Learning & AI Project Topics for MTech & BE

55 topics sourced from IEEE Xplore 2026 — covering Predictive Modeling, Computer Vision (Perception AI), Natural Language Processing, Image Processing, Video Processing, Deep Learning Architectures (CNN, LSTM, GAN, Transformer), Reinforcement Learning, Federated Learning and Explainable AI using Python, TensorFlow, PyTorch, Scikit-learn, Keras, OpenCV and MATLAB.

#	IEEE 2026 Machine Learning Project Topic	Tool / Framework	Category
01	Deep Learning Based Brain Tumor Classification from MRI Images	Python / TensorFlow	Image Processing / Medical AI
02	Transformer Based Sentiment Analysis on Social Media Text	Python / PyTorch	NLP
03	YOLOv8 Based Real-Time Object Detection for Autonomous Vehicles	Python / OpenCV	Computer Vision / Perception AI
04	LSTM Based Stock Market Price Prediction Model	Python / Keras	Predictive Modeling
05	GAN Based Synthetic Medical Image Generation for Data Augmentation	Python / PyTorch	Image Processing / GAN
06	BERT Based Fake News Detection System	Python / TensorFlow	NLP
07	CNN Based Facial Emotion Recognition System	Python / OpenCV	Computer Vision
08	Random Forest Based Credit Card Fraud Detection	Python / Scikit-learn	Predictive Modeling / Anomaly Detection
09	Video Action Recognition using 3D CNN for Surveillance Systems	Python / PyTorch	Video Processing
10	Semantic Segmentation of Satellite Images using U-Net Architecture	Python / TensorFlow	Image Processing / Computer Vision
11	AI Chatbot using Sequence-to-Sequence Deep Learning Model	Python / TensorFlow	NLP / Conversational AI
12	Federated Learning Based Privacy-Preserving Disease Prediction	Python / PyTorch	Federated Learning / Predictive Modeling
13	Deep Reinforcement Learning for Autonomous Robot Navigation	Python / TensorFlow	Reinforcement Learning
14	Transfer Learning Based Plant Disease Detection from Leaf Images	Python / Keras	Image Processing / Transfer Learning
15	Speech Emotion Recognition using Deep Neural Networks	Python / TensorFlow	NLP / Audio Processing
16	Explainable AI for Interpretable Loan Approval Prediction	Python / Scikit-learn	Explainable AI / Predictive Modeling
17	Vision Transformer (ViT) Based Image Classification System	Python / PyTorch	Computer Vision / Transformer
18	Multi-Object Tracking in Video using Deep SORT Algorithm	Python / OpenCV	Video Processing / Computer Vision
19	Customer Churn Prediction using Ensemble Machine Learning	Python / Scikit-learn	Predictive Modeling
20	Named Entity Recognition for Legal Document Analysis using NLP	Python / SpaCy	NLP
21	Diabetic Retinopathy Detection from Fundus Images using CNN	Python / TensorFlow	Image Processing / Medical AI
22	Autoencoder Based Network Intrusion Detection System	Python / Keras	Anomaly Detection / Cybersecurity AI
23	Real-Time Driver Drowsiness Detection using Computer Vision	Python / OpenCV	Computer Vision / Perception AI
24	Text Summarization using Transformer Based Encoder-Decoder Model	Python / PyTorch	NLP
25	Crop Yield Prediction using Machine Learning and Satellite Data	Python / Scikit-learn	Predictive Modeling / Agri-Tech AI
26	Deepfake Video Detection using CNN-LSTM Hybrid Model	Python / TensorFlow	Video Processing / Deep Learning
27	Hand Gesture Recognition for Sign Language Translation	Python / MediaPipe	Computer Vision
28	Time Series Forecasting of Electricity Load using LSTM Networks	Python / Keras	Predictive Modeling / Time Series
29	Aspect Based Sentiment Analysis for Product Review Mining	Python / BERT	NLP
30	Pose Estimation Based Human Activity Recognition System	Python / OpenPose	Computer Vision / Video Processing
31	Skin Cancer Classification using Deep Convolutional Neural Network	Python / TensorFlow	Image Processing / Medical AI
32	Graph Neural Network for Recommendation System	Python / PyTorch Geometric	Predictive Modeling / GNN
33	License Plate Recognition using YOLO and OCR	Python / OpenCV	Computer Vision
34	Question Answering System using Large Language Model Fine-Tuning	Python / Hugging Face	NLP / LLM
35	Anomaly Detection in Surveillance Video using Autoencoders	Python / TensorFlow	Video Processing / Anomaly Detection
36	Predictive Maintenance of Industrial Equipment using Sensor Data	Python / Scikit-learn	Predictive Modeling / IoT AI
37	Image Super-Resolution using Generative Adversarial Network	Python / PyTorch	Image Processing / GAN
38	Multilingual Machine Translation using Sequence Transformer Model	Python / TensorFlow	NLP
39	Self-Driving Car Lane Detection using Semantic Segmentation	Python / OpenCV	Computer Vision / Perception AI
40	COVID-19 Detection from Chest X-Ray Images using Transfer Learning	Python / Keras	Image Processing / Medical AI
41	Music Genre Classification using Deep Learning on Audio Spectrograms	Python / TensorFlow	Audio Processing / Deep Learning
42	XGBoost Based Heart Disease Prediction System	Python / Scikit-learn	Predictive Modeling / Healthcare AI
43	Real-Time Face Mask Detection using MobileNet CNN	Python / OpenCV	Computer Vision
44	Toxic Comment Classification using Bidirectional LSTM	Python / Keras	NLP
45	Video Summarization using Deep Learning Key-Frame Extraction	Python / PyTorch	Video Processing
46	Image Captioning using CNN-LSTM Encoder-Decoder Architecture	Python / TensorFlow	Computer Vision / NLP
47	Customer Demand Forecasting using Hybrid ARIMA-LSTM Model	Python / Statsmodels	Predictive Modeling / Forecasting
48	Underwater Image Enhancement using Deep Learning	Python / OpenCV	Image Processing
49	Speaker Identification System using Deep Neural Embeddings	Python / PyTorch	NLP / Audio Processing
50	Crowd Density Estimation in Video using CNN Regression Model	Python / TensorFlow	Video Processing / Computer Vision
51	Document Layout Analysis using Deep Learning for OCR Pipelines	Python / TensorFlow	Image Processing / NLP
52	Generative AI Based Image-to-Image Style Transfer using GAN	Python / PyTorch	Generative AI / Image Processing
53	Multimodal Sentiment Analysis from Text, Audio and Video	Python / PyTorch	NLP / Multimodal AI
54	Energy Consumption Prediction in Smart Buildings using Machine Learning	Python / Scikit-learn	Predictive Modeling
55	Real-Time Sign Language to Text Conversion using Deep Learning	Python / TensorFlow	Computer Vision / NLP

Research Domains

Machine Learning & AI Research Domains We Cover

From classical predictive modeling and machine learning algorithms to cutting-edge Computer Vision, Generative AI and Large Language Models — we cover every domain of modern AI / ML research aligned with IEEE Xplore 2026 publications.

🧠Deep Learning (CNN / RNN)

👁️Computer Vision / Perception AI

💬Natural Language Processing

📊Predictive Modeling

🖼️Image Processing

🎬Video Processing

⏱️Time Series Forecasting

🎭Generative AI (GANs / LLMs)

🤖Reinforcement Learning

🔍Anomaly & Fraud Detection

🏥Medical & Healthcare AI

🔗Federated Learning

🧩Explainable AI (XAI)

🔄Transfer Learning

🎙️Speech & Audio Processing

🚘Autonomous Systems AI

Complete Machine Learning Support

Python, TensorFlow & PyTorch Project Services for MTech, BE & PhD

End-to-end guidance from IEEE base paper selection to final viva — covering Predictive Modeling, Computer Vision, NLP, Image & Video Processing, Deep Learning architectures and Scopus Journal Publication support.

📊

Predictive Modeling & Forecasting

Regression, classification, ensemble methods (Random Forest, XGBoost), time series forecasting with ARIMA-LSTM hybrids, and churn / demand / disease prediction models using Scikit-learn and Python.

👁️

Computer Vision & Perception AI

Object detection (YOLO, SSD, Faster R-CNN), semantic segmentation, pose estimation, facial recognition, and autonomous driving perception pipelines using OpenCV, PyTorch and TensorFlow.

💬

Natural Language Processing & LLMs

Sentiment analysis, text summarization, named entity recognition, chatbots, question answering and fine-tuning Transformer / BERT / LLM models using Hugging Face and PyTorch.

🖼️

Image & Video Processing

Medical image analysis, image super-resolution, deepfake detection, video summarization, action recognition and crowd density estimation using CNN, GAN and 3D-CNN architectures.

🤖

Deep Learning Architectures

Custom CNN, LSTM, GRU, Transformer, GAN, Autoencoder and Graph Neural Network model design, training and optimization with TensorFlow, Keras and PyTorch including GPU acceleration.

📄

IEEE Paper & Scopus Journal Support

Q1/Q2 Scopus indexed journal writing, IEEE Xplore base paper procurement, MTech synopsis, PhD thesis documentation and complete viva preparation for Machine Learning research topics.

Why Choose Us

Bangalore's Most Trusted Machine Learning Project Guidance Centre

Serving VTU, Anna University, JNTU and GTU AI/ML scholars since 2008 with 100% project completion guarantee and Scopus journal support.

01

IEEE 2026 Xplore Base Papers

Authentic Machine Learning and AI papers from IEEE Xplore — sourced, understood and fully implemented with accuracy, precision and recall validation.

02

Full ML / DL Tech Stack

Hands-on with Python, TensorFlow, PyTorch, Keras, Scikit-learn, OpenCV, Hugging Face Transformers and MATLAB — covering every Machine Learning workflow.

03

Expert AI / ML Engineers

Team of PhD and MTech qualified Data Science and AI engineers with 10+ years of Machine Learning research, model deployment and academic project experience.

04

End-to-End Project Flow

Complete from paper selection, dataset collection, preprocessing, model architecture design, training, hyperparameter tuning, evaluation to final documentation and PPT.

05

Computer Vision & NLP Specialisation

Deep expertise in object detection, image segmentation, sentiment analysis, transformer fine-tuning and multimodal AI for top-tier IEEE conference and journal papers.

06

100% Delivery Guarantee

On-time delivery with complete source code, trained models, result graphs, confusion matrix, IEEE paper, PPT and full viva preparation support.

Project Lab

Machine Learning & AI Project Gallery

Snapshots from our Python, TensorFlow and PyTorch Machine Learning lab — real IEEE 2026 project implementations by our BE, MTech and PhD scholars in Bangalore.

Computer Vision — Object Detection

NLP — Sentiment Analysis

Medical Image Processing Deep Learning Brain Tumor Detection Bangalore IEEE 2026

Image Processing — Medical AI

LSTM Predictive Modeling Time Series Forecasting Project Bangalore IEEE 2026

Predictive Modeling — LSTM Forecasting

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Get complete end-to-end support for IEEE 2026 Machine Learning Projects — Predictive Modeling, Computer Vision (Perception AI), Natural Language Processing, Image Processing, Video Processing, Deep Learning (CNN, LSTM, GAN, Transformer), Reinforcement Learning, Federated Learning, Explainable AI, Python, TensorFlow, PyTorch, Scikit-learn, MTech Projects and PhD Guidance in Bangalore.

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IEEE Base Papers • Predictive Modeling • Computer Vision • NLP / LLM • Image Processing • Video Processing • CNN / LSTM / GAN / Transformer • Reinforcement Learning • Federated Learning • Explainable AI • Python • TensorFlow • PyTorch • Scikit-learn • MTech Thesis • PhD Scopus Journal Publications

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IEEE 2026 Machine Learning ProjectsAI · Deep Learning · Computer Vision · NLP · Predictive Modeling