Pranav
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Open Source
My Projects
Machine learning, computer vision, and IoT projects built from scratch.
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Plant Disease Detection App
Deep learning application that detects plant diseases through leaf and fruit image uploads. Uses convolutional neural networks trained on agricultural datasets.
Python
TensorFlow
Computer Vision
CNN
Python
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Traffic Density Control
Real-time traffic density analysis and adaptive signal control system using OpenCV. Detects vehicle counts per lane to dynamically adjust signal timings.
Python
OpenCV
Image Processing
Python
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Face Recognition โ Raspberry Pi
Embedded face recognition system running on a Raspberry Pi using OpenCV. Designed for lightweight edge deployment in real-time identification scenarios.
Python
OpenCV
Raspberry Pi
IoT
Python
๐๏ธ
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Face Detection โ OpenCV
Real-time face detection pipeline using Haar cascades and OpenCV. Processes live video feed to identify and annotate faces with bounding boxes.
Python
OpenCV
Haar Cascades
Python
๐งฎ
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Face Recognition via SVD & PCA
Eigenface-based face recognition from webcam using Singular Value Decomposition and Principal Component Analysis โ a pure linear algebra approach.
Python
NumPy
SVD
PCA
Python
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Servo Motor Control โ Python
Python-based automation script for precise servo motor control in embedded systems. Demonstrates GPIO programming and PWM signal generation on Raspberry Pi.
Python
GPIO
Raspberry Pi
Embedded
Python
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