Atanu Guin's repositories
U-Net-based-CAMUS-Segmentation
This repo is a part of my MTech Project at IIT Jodhpur. This U-Net model is used to do segmentation on CAMUS dataset.
practical-mlops-book
[Book-2021] Practical MLOps O'Reilly Book
AI1_Coursework
Assignments done for Artificial Intelligence 1 Course
ArabicCompetitiveProgramming
The repository contains the ENGLISH description files attached to the video series in my ARABIC algorithms channel.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
Computer_Vision_Coursework
Assignments done in Computer Vision course
credit-risk-classification
Demo Project for credit risk classification
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
flask-docker
This repository contains files that illustrates how to build a Flask app, containerize it with Docker and deploy to Heroku.
free-programming-books
:books: Freely available programming books
hello-world
getting started
Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
Interview-Bit
Solutions to problems on Interview Bit
MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
ML1_Coursework
Assignments done for Machine Learning 1 course
ML2_Coursework
Assignments done for Machine Learning 2 Course.
NLP_Coursework
Assignments done for Natural Language Processing course
pyImageSearch
A source of pyImageSearch university courses
PyImageSearch-CV-DL-CrashCourse
Repository for PyImageSearch Crash Course on Computer Vision and Deep Learning
python_website
Flask based Portfolio website for CI/CD Testing
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
pytorch-unet-1
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation