Ready now Projects
302 projects · Page 6 of 13
LLM Meeting Assistant: Action Items, Owners and Deadlines
Build an assistant that turns meeting transcripts into tracked actions with owners and dates. You will learn speaker diarisation, structured extraction and follow-up automation.…
RAG System for Codebase Q&A with Repository-Wide Context
Build a system that answers questions about a large codebase with file-level citations. You will learn code indexing, repository context strategies and developer tooling.…
Multi-Agent Debate System for Fact-Checking News Claims
Build a checker where agents argue for and against a claim before a verdict is issued. You will learn multi-agent reasoning, evidence standards and verdict calibration.…
Personalised Learning Path Generator with LLM Skill Assessment
Build a generator that tests a learner, maps gaps and sequences a personal study path. You will learn skill assessment design, curriculum graphs and progress adaptation.…
Vision-Based Quality Inspection for PCB Assembly Lines
Build an inspection system that flags missing components, polarity errors and solder defects. You will learn defect dataset design, detection tuning and line-integration thinking.…
Real-Time Intrusion and Weapon Detection for Campus Security Cameras
Build a defensive monitoring system that detects intrusions and visible weapons and alerts staff. You will learn video analytics, multi-object tracking and alert triage design.…
Automated Attendance with Liveness Detection and Anti-Spoofing
Build attendance that resists photo and replay spoofing with active liveness checks. You will learn presentation-attack detection, embedding thresholds and privacy handling.…
Vision System for Retail Shelf Stock-Out Detection
Build a shelf-monitoring system that reports empty facings and misplaced products. You will learn retail vision pipelines, planogram matching and alert design.…
Traffic Violation Detection: Helmet, Triple Riding and Signal Jumping
Build a junction system that captures violations with cropped evidence frames. You will learn multi-task detection, evidence chain design and edge-case handling.…
Edge-Deployed PPE Compliance Detection with On-Camera Inference
Build a camera-edge system that detects missing helmets and vests without cloud round-trips. You will learn edge optimisation, model quantisation and on-device alerting.…
Sign Language Sentence Recognition with Transformer Sequence Models
Build a recogniser that turns continuous signing into sentences, not just single gestures. You will learn pose sequences, sequence modelling and signer-independent evaluation.…
AI-Based Dental X-Ray Analysis for Caries Detection
Build an analysis tool that highlights suspected caries regions for dentist review. You will learn medical image annotation, segmentation metrics and clinical safety framing.…
Crop Yield Estimation from Drone Imagery and NDVI Analysis
Build a yield estimator that maps field health from drone flights across the season. You will learn remote sensing indices, ground-truth calibration and geospatial reporting.…
Smart Parking Occupancy Detection with ANPR Integration
Build a camera-based parking system that tracks free slots and vehicle entries together. You will learn occupancy modelling, ANPR pipelines and operator dashboards.…
Vision-Based Gesture Control for Presentation and Media Systems
Build touchless control for slides and media using dynamic hand gestures. You will learn gesture segmentation, latency budgets and robust interaction design.…
Waste Segregation Robot Arm with Vision Classification
Build a sorter that classifies dry waste items and moves them to the right bin. You will learn vision-to-action pipelines, grasp sequencing and classification confidence handling.…
Road Pothole Detection and Repair Prioritisation from Dashcam Video
Build a system that maps potholes from vehicle video and ranks repairs by severity and traffic. You will learn road-condition analytics, geo-tagging and prioritisation models.…
Exam Hall Behaviour Monitoring with Pose Estimation
Build a monitoring aid that flags suspicious poses and movements for human review. You will learn pose analytics, anomaly definition and human-in-the-loop review design.…
Wildlife Intrusion Detection for Farm Protection with Instant Alerts
Build a farm-edge system that recognises animals and alerts farmers before crop damage. You will learn camera-trap ML, species datasets and low-connectivity alerting.…
AI Fitness Coach: Real-Time Exercise Form Correction
Build a coach that watches workouts and corrects form with specific cues. You will learn biomechanics features, real-time feedback design and safety limits.…
Retail Customer Behaviour Analytics with Anonymous Tracking
Build in-store analytics that tracks journeys and dwell zones without identifying people. You will learn anonymous tracking, zone analytics and privacy-by-design.…
Document Image Dewarping and Enhancement for Mobile Scans
Build a scanner pipeline that flattens folded pages and restores readability. You will learn document geometry, enhancement evaluation and OCR-readiness metrics.…
Vision-Based Fire and Smoke Detection for Warehouses
Build early fire detection that separates real smoke from steam and dust. You will learn video event detection, false-alarm engineering and alert escalation.…
Sports Analytics: Player Tracking and Heat Maps from Match Video
Build a system that tracks players and produces heat maps and distance statistics. You will learn sports vision pipelines, pitch calibration and performance metrics.…