Discover @gauriprdhn Open Source projects

Gauri Pradhan (@gauriprdhn)

gauriprdhn

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Registered about 6 years ago
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Location 🇫🇮 Finland
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Anomaly-Detection-in-Video-Sequences

Term Project for Jianbo Shi's class CIS 680: Advanced Machine Perception

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TrackML

Using the data available at https://www.kaggle.com/c/trackml-particle-identification we are implementing graph neural networks (GNNs) to track and reconstruct the particle trajectory within the CERN's particle accelerator.

Understanding-Markov-Chains

Diving into the use and logic behind Markov Chains in Text Generation/ Pattern Recognition

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Flights-Tickets-Price-Prediction

Solution to Predict The Flight Ticket Price Hackathon

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Introduction-to-Video-Data-Analysis-using-CNNs

Includes python code to kick start the analysis of video data ( containing both temporal and spatial features) using Convolutional Neural Networks.

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Inferring-Emotions-in-Audio-Sequences

Emotion detection in audio files using an ensemble of neural networks and discerning it's utility with such inputs. I got inspired by the paper on 'Emotion Detection and Analysis on Social Media'

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