Chingis Oinar's repositories
SMOTE-Pytorch
Pytorch Implementation of SMOTE
AI_self-driving-car
Extensive study and research on Udacity Self-driving Car Challenge 2
Neural-Style-algorithm.pytorch
The implementation of Neural Style algorithm using Pytorch.
NeuralNetworksFromScratch
This repository contains my practice codes based on the book "Neural Networks From Scratch".
sudoku-solver.pytorch
Using Relational Reasoning in Deep Learning to Solve Sudoku
K-means-Image-Compression
This project is an introduction to K-means clustering through its Python implementation. Also, it includes its application to image compression.
Self-Supervised-SKKU
Final Project for Deep Learning Course at Sungkyunkwan University (2021 Spring). Placed 1st at Kaggle's in-class competition (0.95957 accuracy).
skku-chat-app
This is a final project for Open Source Software Practice course at Sungkyunkwan University, Spring 2022
AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
chingisooinar.github.io
This is for my course assignment
Deploying-a-Sentiment-Analysis-Model
The notebook and Python files provided here, once completed, result in a simple web app which interacts with a deployed recurrent neural network performing sentiment analysis on movie reviews. This project assumes some familiarity with SageMaker, the mini-project, Sentiment Analysis using XGBoost, should provide enough background
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
facenet
Face recognition using Tensorflow
GitHubGraduation-2022
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
metric-transfer.pytorch
Deep Metric Transfer for Label Propagation with Limited Annotated Data
MLND-Capstone-Project
This is a Capstone Project for my Machine Learning Nanodegree at Udacity. The problem of the project is a Satellite to Map Image Translation using conditional GAN.
mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
opencv
Open Source Computer Vision Library
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Sagemaker-Plagarism-Detection
This project was done for educational purposes only. I developed a simple plagiarism detection model and deployed it on AWS SageMaker.