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Sayan Mandal's Projects

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automated-objects-removal-inpainter icon automated-objects-removal-inpainter

Automated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/s from list of 20 objects from all the input photos

basic-mathematics-for-machine-learning icon basic-mathematics-for-machine-learning

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

cocosplit icon cocosplit

Simple tool to split COCO annotations into train/test datasets.

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

coordconv icon coordconv

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

danet icon danet

Dual Attention Network for Scene Segmentation (CVPR2019)

dip-final icon dip-final

Use face detect and math operations to find the kernel of blurred direction. This project can detect and crop face, deblurred and restoration photo automatically.

dtr icon dtr

A network for irregular text recognition.

enctc.crnn icon enctc.crnn

Project for Connectionist Temporal Classification with Maximum Entropy Regularization.

ims-toucan icon ims-toucan

IMS-Toucan is a toolkit to train state-of-the-art Speech Synthesis models. Everything is pure Python and PyTorch based to keep it as simple and beginner-friendly, yet powerful as possible.

mathematical-methods-in-deep-learning-ipython icon mathematical-methods-in-deep-learning-ipython

Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhury with Ananya Ashok, Sujay Narumanchi, Devashish Shankar).

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