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captainpool

Adrish Dey

Projects

Shadow Fighters VR

This is a VR based boxing game, where the user's pose is mapped using a webcam and he can fight a AI enhanced boxing robot in the virtual world.Flask, Unity, Posenet, Google VR SDK

Enhanced Super Resolution GAN for TensorFlow Hub

Enhances Low Resolution Images to High ResolutionTensorflow & Keras

Skills

Python
Flask
TensorFlow
C#
Unity

Experience

  • TensorFlow - Summer of Code 2019 - Student
    May 2019 - August 2019

    • Implemented and trained Enhanced Super Resolution GAN (https://arxiv.org/pdf/1809.00219.pdf) to export to https://tfhub.dev

    • Implemented GAN Distillation on ESRGAN to reduce inference time, and built a Proof of Concept media player which performs video frame Super Resolution @ 5 Frames per second.

    More of the project description can be found here.

    https://github.com/captain-pool/GSOC

    https://summerofcode.withgoogle.com/projects/#4662790671826944

  • Rephrase.ai - Research Intern
    December 2019 - Present

    Building Human Like TTS engine for the core product, using Tacotron2 based synthesizer and a conditionable flow network as the neural vocoder.