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Raga Recognition using CNN - project prototype demo screenshot
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Raga Recognition using CNN

A deep-learning project that identifies Hindustani ragas from audio recordings. Thirty-second clips from the open Saraga data...

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Movie Watchlist App using React Native - project prototype demo screenshot
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Movie Watchlist App using React Native

A cross-platform mobile app built with React Native and Expo for keeping track of films. Browse a bundled catalogue with post...

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TinyML Machine Anomaly Detection using ESP32 - project prototype demo screenshot
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TinyML Machine Anomaly Detection using ESP32

A predictive-maintenance node built on the ESP32: an MPU6050 accelerometer samples machine vibration, and a quantized autoenc...

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Loyalty Rewards Platform using Blockchain Tokens - project prototype demo screenshot
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Loyalty Rewards Platform using Blockchain Tokens

A loyalty rewards platform where customers earn blockchain tokens for purchases and redeem them for vouchers. An ERC-20-style...

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Video Summarization using Keyframe Extraction - project prototype demo screenshot
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Video Summarization using Keyframe Extraction

A video summarizer that condenses a long recording into a short watchable summary. It samples frames, describes them with vis...

NumPy Python 3.10 OpenCV (video decoding
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Image Forgery Detection using Error Level Analysis - project prototype demo screenshot
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Image Forgery Detection using Error Level Analysis

An image-forensics tool that exposes spliced and copy-move forgeries using Error Level Analysis. It re-saves a JPEG at a know...

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Satellite Change Detection using Siamese CNN — project thumbnail preview
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Satellite Change Detection using Siamese CNN

This project builds a Siamese convolutional neural network that takes a before/after pair of Sentinel-2 satellite images and...

scikit-learn NumPy Python 3.10
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Lip Reading using 3D CNN - project prototype demo screenshot
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Lip Reading using 3D CNN

A silent-speech recognizer that reads words from lip movement alone. Mouth regions are cropped from video clips and fed as fr...

PyTorch Python 3.10 GRID corpus (Cooke et al. 2006
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Gaze Tracking using Webcam and Dlib - project prototype demo screenshot
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Gaze Tracking using Webcam and Dlib

A webcam gaze tracker that estimates where on the screen you are looking, built on classical landmarks rather than deep learn...

scikit-learn NumPy Python 3.10
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