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Shlok Sabarwal's Projects

bulls-eye icon bulls-eye

This is a word game that i made in C++, you have been given some letters in a circle, and one letter in the center of the circle. You have to make meaningful words out of the letters, and you're words must have the central letter

compiled_nn_tests icon compiled_nn_tests

Repository to understand workings of Compiled_NN for possible usage in project.

deep_rl_testbed icon deep_rl_testbed

This is a testbed to test out the best packages and practices to optimize RL learning and inference speeds

faster-rcnn-via-pytorch-opencv icon faster-rcnn-via-pytorch-opencv

This project implements a Faster-RCNN model from scratch and utilizes it for real-time object classification for videos using OpenCV!

md5_hash_decryption icon md5_hash_decryption

CUDA-aided implementation to use HPC for faster cracking of MD5-generated hash digests.

moby icon moby

Moby Project - a collaborative project for the container ecosystem to assemble container-based systems

openrt icon openrt

Open Source Inference Speedup Compiler written in C++, CUDA; Inspired by Nvidia TensorRT

pixelnerf_project icon pixelnerf_project

Implementation of PixelNeRF neural radiance field neural network on ShapeNet images

poetryml icon poetryml

Writing an NLP model that learns poem descriptions -- to be used for a larger project!

predictnet icon predictnet

This novel models the behaviors of Pedestrians walking for AD applications!

pytorch_terrain_segmentation icon pytorch_terrain_segmentation

This project attempts to develop a Convolutional Neural Network with PyTorch with inspiration from the popular U-Net structure to classify terrain landscapes into different classes.

sentiment-analysis-ml icon sentiment-analysis-ml

This model attempts to utilize a DNN formulated with CNNs and LSTMs in-tandem to effectively extrapolate emotions from speech in real-time with high levels of accuracy

sktime icon sktime

A unified framework for machine learning with time series

the-door icon the-door

This a 2-dimensional game that I made in C++ language. In this game, the player is a red block and in each level, he has to move to the door, all the while not touching the enemies. The game has 3 levels, each harder than the previous.

tic-tac-toe icon tic-tac-toe

This a gaming project I uptook when I was 13 years old. The game is developed with C++, using the SQL 2.0 library. I have tried my best to use the graphics available to make the best game of tic-tac-toe possible.

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