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knn-classification

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The Smart Sign Language Glove is a wearable device that translates sign language gestures into text or speech, bridging communication gaps for sign language users. Powered by an ESP32 microcontroller, the glove uses flex sensors and an MPU-6050 accelerometer/gyroscope to capture real-time hand movements.

  • Updated Jan 14, 2025
  • C++

This C++ from-scratch project implements a machine learning system to classify images of washers and coins using the K-nearest neighbors (Knn) classifier and K-means clustering for segmentation. The system incorporates Sobel edge detection and Hu moments for shape analysis, allowing it to accurately distinguish between similar circular objects.

  • Updated Oct 23, 2024
  • C++

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