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open_source_contributions's Introduction

Open_Source_Contributions

While looking for something open source to contribute to, there are two important things for me. -- Code should be written in python as it is my primary language -- It should be a library that is of some significance of me(either im using it or im planning to learn it)

My fields of interest

-- Computer vision
-- Image processing \ -- OpenCV
-- Deep learning
-- Pytorch
-- 3D computer vision
-- 3D data algorithms(point cloud, meshes) --Trimesh -- 3D deep learning -- Pytorch 3d -- Kaolin

Next Step. -- Read pytorch3d and understand how code is managed. -- Find some fucntions which are not there and are helpful.

We are going to talk about one startup with open source code in AI here.

Day 1: Kornia-- Differentiable functions for image processing so that they can be used in a neural network.

Trends: 1.A lot of startups are working on MLOps. 2.LLMs are big thing now giving rise to large foundational models. 3.Diffusion based image generation models are a trend. 4. RL based methods.

To Do:- Find one startup which is hiring remotely from india and have a open source code in computer vision.

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