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Hi there šŸ‘‹:

  • šŸ”­ Iā€™m currently working on: Computer Vision and Deep Learning projects.

  • šŸŒ± Iā€™m incredibly interested in research in Deep Learning and AI.

  • šŸ“« Connect with me on LinkedIn

  • āš” Fun fact: I'm secretly a Mathematician.

šŸ’» Tech Stack:


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Amey Narwadkar's Projects

bytetrack icon bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

ml-algorithms-from-scratch icon ml-algorithms-from-scratch

Writing and Implementing all famous ML algorithms from scratch with python and numpy, without using any special libraries.

sentiment-trading-bot icon sentiment-trading-bot

This project, MLTrader Strategy, automates trading decisions using sentiment analysis of news articles, aiming to capitalize on market sentiment. It is integrated with Alpaca brokerage for execution and Yahoo finance for backtesting.

tennis-analysis-system icon tennis-analysis-system

This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.

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