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Deepfake Audio Detection using Deep Learning (ASVspoof) — project thumbnail preview
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Deepfake Audio Detection using Deep Learning (ASVspoof)

This project builds a deep-learning system that tells genuine human speech apart from AI-synthesized, voice-converted or repl...

PyTorch Jupyter notebook Python 3
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Sign Language Recognition using CNN (ASL Alphabet) — project thumbnail preview
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Sign Language Recognition using CNN (ASL Alphabet)

This project builds a convolutional neural network that recognizes American Sign Language alphabet signs from hand images, tr...

OpenCV Jupyter notebook Python 3
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Plant Disease Detection using CNN (PlantVillage) — project thumbnail preview
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Plant Disease Detection using CNN (PlantVillage)

This project trains a convolutional neural network to identify 38 crop-disease classes from leaf photographs, using the publi...

Jupyter notebook Python 3 TensorFlow · Keras
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Hydraulic Brake Pressure Test Rig — project thumbnail preview
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Hydraulic Brake Pressure Test Rig

This project builds a bench rig that makes hydraulic braking measurable: a brake master cylinder driven by a pedal lever, ste...

Brake master cylinder + reservoir Pedal lever with force measurement Brake caliper + rotor disc
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IoT Water Tank Overflow Controller with Level Display — project thumbnail preview
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IoT Water Tank Overflow Controller with Level Display

This project builds an automatic water-tank controller that ends overflow waste and dry-run pump damage: an ultrasonic sensor...

ESP32 HC-SR04 ultrasonic sensor Arduino IDE
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Pneumatic Pick and Place Unit with Vacuum Gripper — project thumbnail preview
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Pneumatic Pick and Place Unit with Vacuum Gripper

This project builds a bench-scale pneumatic pick-and-place cell: two double-acting cylinders (vertical lift and horizontal tr...

5/2 solenoid valves Arduino IDE Arduino-class microcontroller + relay board
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Conveyor-Based Object Sorting using IR Height Sensors — project thumbnail preview
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Conveyor-Based Object Sorting using IR Height Sensors

This project builds a working miniature sorting line: a motor-driven belt conveyor carries mixed objects past a row of IR hei...

Arduino IDE Arduino-class microcontroller Belt conveyor + DC gear motor
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Dual-Axis Solar Tracker using LDR Array — project thumbnail preview
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Dual-Axis Solar Tracker using LDR Array

This project builds a dual-axis solar tracker that keeps a small PV panel pointed at the brightest part of the sky: four LDRs...

16x2 LCD status display Arduino IDE Arduino-class microcontroller
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Automatic Car Parking Lift Demo Model — project thumbnail preview
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Automatic Car Parking Lift Demo Model

This project builds a working scale model of an automated parking lift: a platform that raises a model car to an upper deck,...

16x2 LCD status display Arduino IDE Limit switches
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