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100+ BEST GEN-AI PROJECTS

Explore the top Generative AI projects for your IEEE submission. Full source code for engineering students at CodeSelf Bangalore, covering LLMs, GANs, and Diffusion Models.

Creation Catalog

100+ Top LLM & GAN Topics

GAI-TX-01

RAG-based Private Document GPT for Enterprise Knowledge

LangChain / Llama 3
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GAI-TX-02

Automated AI Code Reviewer and Documentation Generator

GPT-4 API / Python
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GAI-TX-03

Multi-modal AI Assistant for Medical Report Analysis

Gemini / Vision
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GAI-TX-04

AI-Powered Legal Contract Drafter with Clause Verification

Mistral 7B
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GAI-TX-05

Context-Aware Sarcasm Generator for Social Media Bots

BERT / GPT
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GAI-TX-06

Multi-lingual Customer Support Bot with Sentiment Adaptation

NLP
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GAI-TX-07

AI-Driven Creative Writing Assistant for Novelists

Fine-tuned GPT-3.5
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GAI-TX-08

Automated Research Paper Summarizer and Citation Map

Transformers
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GAI-TX-09

Real-time SQL Query Generator from Natural Language

Text-to-SQL
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GAI-TX-10

AI Personalized Email Marketing Content Generator

LLM
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GAI-TX-11

Cybersecurity Threat Intelligence Report Generator

Mistral
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GAI-TX-12

Low-Resource Language Translation via Zero-Shot Learning

LLM
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GAI-TX-13

AI Scriptwriter for Short-form Video Content (Reels/TikTok)

GPT-4
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GAI-TX-14

Interactive AI Dungeon Master for Text-based RPGs

LLM
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GAI-TX-15

Automated Feedback System for Student Essays

NLP / GPT
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GAI-TX-16

AI News Anchor Script Generator with Fact Checking

LLM
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GAI-TX-17

Personalized Study Guide Generator from Lecture Notes

RAG
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GAI-TX-18

AI-Powered Product Description Generator for E-commerce

GPT
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GAI-TX-19

Medical Prescription Interpreter and Simplifier

Fine-tuned Llama
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GAI-TX-20

AI Lyrics Generator with Genre-specific Metaphors

RNN / GPT
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GAI-TX-21

Dialogue System for NPC Emotional Consistency

Game AI
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GAI-TX-22

AI-based Job Description vs Resume Matcher

NLP
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GAI-TX-23

Automated Patent Claim Generator and Validator

LLM
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GAI-TX-24

AI Philosophy Bot for Comparative Ethics

GPT
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GAI-TX-25

Synthesizing High-Quality Programming Tutorials

GPT-4
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GAI-IM-01

Text-to-Image Generation using Custom Trained Stable Diffusion

Diffusers / PyTorch
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GAI-IM-02

High-Resolution Image Inpainting for Photo Restoration

GANs / OpenCV
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GAI-IM-03

AI Portrait Stylization (Cartoon/Sketch/Oil) via CycleGAN

Keras
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GAI-IM-04

Deepfake Video Generation and Real-time Detection System

First Order Model
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GAI-IM-05

Synthetic Data Generation for Training Medical Imaging AI

StyleGAN3
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GAI-IM-06

Face Aging and De-aging for Missing Person Search

Age-GAN
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GAI-IM-07

Virtual Clothing Try-On System using Diffusion Models

GAN
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GAI-IM-10

Text-to-Video Synthesis for Educational Content

Stable Video
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GAI-IM-11

Neural Style Transfer for Architectural Design

CNN
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GAI-IM-12

Automated Manga/Comic Panel Colorization

GAN
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GAI-IM-13

Satellite Image Enhancement and Cloud Removal

Pix2Pix
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GAI-IM-14

AI Interior Designer from Room Layout Sketches

ControlNet
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GAI-IM-15

Generating Realistic Avatars from Single 2D Photos

StyleGAN
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GAI-IM-16

AI Logo and Brand Identity Generator

GAN / Diffusion
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GAI-IM-17

Deep Learning for High-Speed Video Super-Resolution

SRGAN
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GAI-IM-18

Underwater Image Enhancement via Generative Models

Water-GAN
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GAI-IM-19

Synthesizing Thermal Images from RGB Surveillance Feed

CycleGAN
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GAI-IM-20

AI-Powered Video Background Removal and Replacement

Matting
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GAI-IM-21

Generating 3D Face Models from Audio Cues

DeepSpeech / GAN
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GAI-IM-22

Artistic Landscape Generation using GauGAN

NVIDIA SpADE
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GAI-IM-23

AI Handwriting Mimicking and Synthesis

GAN
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GAI-IM-24

Synthesizing Realistic Dental X-Rays for Training

GAN
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GAI-IM-25

Motion-to-Video Synthesis for Dance Animation

Pose-GAN
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GAI-AU-01

Real-time Voice Conversion and Multi-lingual Cloning

WaveNet / GAN
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GAI-AU-02

AI Music Composer based on Emotional Mood Inputs

LSTM / MIDI
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GAI-AU-03

Text-to-Speech with Personalized Human Emotion Inflection

Tortoise TTS
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GAI-AU-04

Audio Source Separation (Vocals vs Instruments) using DL

Spleeter
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GAI-AU-05

Synthesizing Environmental Sounds from Text (Nature, City)

AudioLDM
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GAI-AU-06

AI Lyrics-to-Vocals Singing Synthesis

DiffSinger
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GAI-AU-07

Restoring Damaged Historical Audio Records via DL

GAN
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GAI-AU-08

Generating Podcasts from Blog Posts using AI Voices

TTS
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GAI-AU-09

AI Background Score Generator for Horror/Action Movies

RNN
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GAI-AU-10

Speech-to-Speech Translation with Voice Identity Preservation

AI
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GAI-AU-11

Detecting Deepfake Audio via Spectrogram Analysis

CNN
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GAI-AU-12

AI Beatmaker for Lo-Fi Hip Hop Production

MIDI-GAN
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GAI-AU-13

Synthesizing Heart Sounds for Medical Training

WaveGAN
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GAI-AU-14

Automated Foley Sound Generation for Silent Films

Deep Learning
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GAI-AU-15

AI-Powered Audio Compression for Low Bandwidth

Neural Codec
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GAI-AU-16

Generating Personalized Bedtime Stories for Children

TTS / GPT
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GAI-AU-17

Multi-speaker Text-to-Speech for Audiobooks

Tacotron 2
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GAI-AU-18

Real-time Noise Removal for Crystal Clear Voice Calls

RNN
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GAI-AU-19

AI-Driven Chord Progression and Harmony Suggestion

Music Theory AI
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GAI-AU-20

Speech Enhancement for Hearing Impaired via GANs

DL
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GAI-AU-21

Generating Synthetic Industrial Sound for Anomaly Training

GAN
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GAI-AU-22

AI Voice Mimicry Detection for Banking Security

Biometrics
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GAI-AU-23

Synthesizing Orchestral Arrangements from Piano Melodies

GAN
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GAI-AU-24

Real-time Accent Translation and Localization

TTS
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GAI-AU-25

Interactive AI Soundscapes for Virtual Reality

Unity Audio AI
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GAI-RS-01

Generating 3D CAD Models from 2D Images using Neural Fields

NeRF / AI
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GAI-RS-02

Synthetic Fingerprint Generation for Biometric Testing

DCGAN
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GAI-RS-03

AI-Powered Fashion Design and Virtual Try-on System

Diffusion Models
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GAI-RS-04

Molecular Structure Generation for Drug Discovery

Graph GANs
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GAI-RS-05

Neural Architecture Search for Optimized Gen-AI Models

NAS
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GAI-RS-06

Generating High-Fidelity Satellite Terrain via GANs

Geo-GAN
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GAI-RS-07

AI-Based Game Map and Quest Generation

Procedural AI
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GAI-RS-08

Synthesizing Realistic Traffic Scenarios for Self-Driving

GAN
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GAI-RS-09

AI Generation of Secure Encryption Algorithms

Neural Cryptography
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GAI-RS-10

Generating 3D Human Motions from Textual Prompts

Motion Diffusion
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GAI-RS-11

Cross-Modal Generation: Image-to-Audio Synthesis

Multi-modal
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GAI-RS-12

Synthesizing Large-scale Social Media Networks for Research

GAN
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GAI-RS-13

AI Generation of Hardware Circuit Layouts

DL
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GAI-RS-14

Neural Symbolic Models for Logical Reasoning

Neuro-Symbolic
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GAI-RS-15

Generating Synthetic Cyber-attack Logs for SOC Training

GAN
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GAI-RS-16

AI-Powered Restoration of Ancient Manuscripts

Vision
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GAI-RS-17

Deep Reinforcement Learning for Generative Design

RL-GAN
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GAI-RS-18

Generating 4K Ultra-Realistic Textures for Game Engines

GAN
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GAI-RS-19

AI-Based Prediction and Generation of Weather Patterns

Climate AI
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GAI-RS-20

Neural Rendering for Photo-realistic Product Ads

NeRF
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GAI-RS-21

Synthesizing Realistic MRI and CT Scans for Research

Med-GAN
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GAI-RS-22

AI-Driven Discovery of New Chemical Compounds

GAN
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GAI-RS-23

Generating Interactive 3D Digital Twins of Cities

AI
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GAI-RS-24

AI Generation of Legal Compliance Frameworks

LLM
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GAI-RS-25

Self-Improving Generative Agents for Customer Support

AutoGen
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