IoT AI Waste Classification & Segregation FYP Kit
Complete Final Year Project kit featuring ESP32-CAM and real-time TensorFlow AI waste image classification with automated servo segregation bin.
IoT AI Waste Classification & Segregation FYP Kit is an authentic, engineering-grade DIY project kit designed for prototyping, robotics, and academic research. Includes verified schematics, pre-tested hardware, and nationwide express shipping across Pakistan.
Complete Edge AI & IoT Final Year Project Solution
The IoT & AI-Powered Waste Classification & Automated Segregation System is a comprehensive, turnkey engineering Final Year Project (FYP) designed to earn top grades in university viva defenses. Unlike generic software simulations, this system combines real-time deep learning computer vision on the edge with precision electromechanical actuation.
How the System Works:
When an item of trash is placed on the intake detection platform, an overhead ESP32-CAM optical module captures a high-resolution snapshot. The on-device neural network (trained on TensorFlow / TFLite) classifies the item in under 50 milliseconds into categories including Organic, Recyclable, Plastic, and Non-Recyclable. The microcontroller then actuates high-torque servo motor baffles to automatically tilt and drop the waste into its correct designated container.
What Makes This Project Viva-Proof?
• Real Hardware Actuation: Demonstrates real electromechanical integration rather than just a web dashboard.
• Edge Machine Learning: Uses quantized TensorFlow Lite models running on local hardware for zero-latency inferencing.
• Full Source Code & Training Dataset: Includes complete Arduino/C++ firmware, Python training scripts, and dataset with instructions for adding custom classes.
• Report-Ready Documentation: Complete block diagrams, circuit schematics, and project report structure ready for university submission.
• Direct technical guidance and viva defense support from ISOL engineering lab in Lahore.
What's Included in the Package:
- 1x ESP32-CAM WiFi & Bluetooth Module with OV2640 Lens
- 1x ESP32-CAM MB Micro-USB Shield & Programmer
- 3x High-Torque TowerPro SG90 / MG90S Metal Gear Servos
- 1x 3-Compartment Smart Segregator Dustbin Acrylic/Metallic Mechanism
- 1x 5V 3A Regulated DC Power Supply Adapter
- 1x Pre-Trained TensorFlow / TFLite Waste Classification Model (.tflite)
- 1x Full Working Source Code (Arduino C++ & Python Training Pipeline)
- 1x Complete Circuit Schematic & Viva Defense Presentation Guide
Quick Build & Interfacing Guide:
Unbox and verify all pre-tested sensors, microcontrollers, and wiring components included in your package.
Secure mechanical brackets, servos, and modules to the main frame using the provided mounting hardware.
Interface VCC, GND, and GPIO signal lines according to the verified schematic diagram provided with the kit.
Upload the tested source code via Arduino IDE, Python, or ESP-IDF and verify live sensor readings and actuation.
Need a Custom 3D Printed Casing or Multilayer PCB?
Get custom snap-fit enclosures and robotics parts printed via our custom 3D printing service in Lahore & Pakistan, or order industrial double-sided circuit boards through our custom PCB fabrication service with nationwide delivery.
Key Features
Specifications
Community Questions & Answers
Have a question about compatibility, code, or delivery? Ask our engineering team or see what other Pakistani makers asked.
No questions asked yet for this item
Be the first student or maker to ask a question!