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)
-- Computer vision
-- Image processing
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-- 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.