40 sujets de stage
Image-Based Plant Species Identification Tool
Build a web app that identifies a plant species from an uploaded photo.
Real-Time Object Tracking for Warehouse Safety Monitoring
Build a live dashboard app that tracks people/objects on camera and flags safety-zone violations.
AI-Based Document Layout Analysis and Data Extraction
Build a web app that extracts structured data (tables, fields) from document images.
Automated Defect Detection in Manufactured Parts Using Computer Vision
Build a web app that highlights surface defects on manufactured parts from a photo.
Computer Vision Pipeline for Anonymized Retail Foot-Traffic Analysis
Build a dashboard app that counts anonymized store foot traffic from camera footage.
AI-Powered Visual Search Engine for E-Commerce Catalogs
Build a web app that finds visually similar products from an uploaded photo.
AI-Based Image Colorization for Black-and-White Photos
Build a web app that automatically colorizes black-and-white photos.
Semantic Segmentation for Urban Scene Understanding
Build a web app that overlays pixel-level labels (road, car, pedestrian) on street photos.
AI Model for Detecting Deepfake and Manipulated Images
Build a web app that scores how likely an image or video is a deepfake.
Image Denoising Model for Low-Light Photography
Build a web app that cleans up noisy low-light photos.
Automated Image Tagging and Metadata Generation Using AI
Build a web app that automatically generates descriptive tags and captions for photos.
AI-Based Image Quality Assessment Tool for Photography Platforms
Build a web app that automatically scores photo quality.
Duplicate and Near-Duplicate Image Detection for Digital Asset Libraries
Build a web app that flags duplicate or near-duplicate images in a photo library.
Image Style Transfer Application Using Deep Learning
Build a web app that applies artistic styles to uploaded photos.
Optical Character Recognition (OCR) Pipeline for Scanned Documents
Build a web app that extracts editable text from scanned documents and photos.
Object Detection Model for Retail Shelf Inventory Tracking
Build a web app that counts products and flags stock gaps from a shelf photo.
AI-Based Image Super-Resolution for Low-Quality Photo Enhancement
Build a web app that upscales and sharpens low-resolution photos.
Face Detection and Blurring Tool for Privacy Compliance
Build a web app that automatically blurs faces in uploaded images or videos.
Automated Background Removal Tool Using Deep Learning
Build a web app that removes or replaces image backgrounds automatically.
Image Classification Model for E-Commerce Product Categorization
Build a web app that suggests a product category from an uploaded photo.
Water Quality Monitoring and Prediction Using Machine Learning
Build a monitoring app that visualizes water quality data and predicts emerging issues.
AI-Based Customer Sentiment Analysis for Call Center Transcripts
Build a dashboard app visualizing customer sentiment trends from call transcripts.
Energy Consumption Optimization for Smart Buildings Using ML
Build a dashboard app recommending HVAC/lighting settings to save energy.
AI Assistant for Legal Document Review and Contract Analysis
Build a web app that highlights key clauses and risky terms in uploaded contracts.
Computer Vision System for Quality Control on Production Lines
Build a web app where factory staff upload product photos and get defects highlighted instantly.
AI-Powered Route Optimization for Delivery Fleets
Build a map-based web app that computes an optimized delivery route for a set of stops.
Predictive Maintenance for Manufacturing Equipment Using IoT and ML
Build a monitoring app flagging equipment failure risk with a maintenance ticketing flow.
AI-Based Demand Forecasting for Retail Inventory Management
Build a dashboard app forecasting product demand with low-stock alerts.
Personalized Learning Path Recommendation Engine for Students
Build a student dashboard app recommending the next best lesson to study.
AI-Driven Fraud Detection for Financial Transactions
Build a web app that reviews transactions and flags suspicious ones.
Predictive Maintenance for Wind Turbines Using Sensor Data
Build a monitoring app that flags wind turbines needing maintenance from sensor data.
Solar Panel Output Forecasting Using Machine Learning
Build a dashboard app forecasting solar energy output from weather data.
Smart Irrigation System — ML-Based Water Usage Optimization
Build a dashboard app recommending irrigation schedules from soil and weather data.
Predictive Crop Yield Forecasting Using Weather and Soil Data
Build a web app where farmers input field data and get a visual yield forecast.
Crop Disease Detection from Drone Imagery Using Computer Vision
Build a web app where farmers upload crop photos and get an instant disease diagnosis.
Wearable Health Data Analytics Dashboard with Anomaly Detection
Build a dashboard app that visualizes wearable health data and flags unusual patterns.
AI Chatbot for Patient Triage and Symptom Checking
Build a chat web app that guides patients through symptom-based triage.
Predictive Model for Patient Readmission Risk
Build a web app that scores a patient's readmission risk from their record and visualizes it.
Clinical Notes Summarization Using NLP
Build a web app that turns long clinical notes into structured, concise summaries.
AI-Powered Medical Image Analysis for Early Diagnosis
Build a web app where clinicians upload X-ray/MRI scans and get AI-assisted anomaly highlights.