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soudipd's Projects

addernet icon addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

applied-ml icon applied-ml

šŸ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

autodeeplab icon autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

autodeeplab-1 icon autodeeplab-1

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

c icon c

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

deepmask icon deepmask

Torch implementation of DeepMask and SharpMask

fcis icon fcis

Fully Convolutional Instance-aware Semantic Segmentation

generative-ai-for-beginners icon generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI šŸ”— https://microsoft.github.io/generative-ai-for-beginners/

god-level-data-science-ml-full-stack icon god-level-data-science-ml-full-stack

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

gs-quant icon gs-quant

Python toolkit for quantitative finance

image_segmentation icon image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

java icon java

All Algorithms implemented in Java

keras-unet-collection icon keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, R2U-net, Attention U-net, ResUnet-a, U^2-Net, and UNET 3+ with optional ImageNet-trained backbones.

maps icon maps

Heuristics Maps problem

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