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Name: Abhishek Reddy

Type: User

Company: International Institute of Information Technology, Hyderabad

Bio: Research Student at ML Lab, IIIT Hyderabad | NITC'22 | | Contributing to Advancements in Machine Learning

Twitter: abhishekredy18

Location: Hyderabad, India

Hi there! πŸ‘‹ I'm Abhishek Reddy

Machine Learning Enthusiast | Passionate about Advancements in AI πŸš€

Research Assistant | ML Lab, IIIT Hyderabad πŸ›οΈ

Current Focus: Exploring the depths of Deep Learning and Reinforcement Learning for Autonomous Navigation πŸ€–

Project: Launched the IDDAW Dataset - A Benchmark for Safe Segmentation in Unstructured Traffic and Adverse Weather 🌦️

Area of Interest: AI Applications in Agriculture & Autonomous Navigation πŸŒΎπŸš™

Expertise: DL and RL 🎩✨

Open to Collaboration: Exciting Projects in Computer Vision & Reinforcement Learning πŸ§™β€β™‚οΈπŸš€

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Languages and Tools:

c git go linux opencv pandas python pytorch scikit_learn seaborn tensorflow

Abhishek Reddy 's Projects

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

idd icon idd

Semantic Segmentation on Idd lite dataset

nir_rgb_dataset-creation icon nir_rgb_dataset-creation

NIR, RGB images are collected from the camera. Here we mapped the corresponding image pairs and saved in a new directory.

sumo icon sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

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