A curated list of development and deployment tools for Computer Vision projects in Python

Container management

IDEs

Cloud computing service providers

NoSQL databases

SQL databases

In-memory database

Distributed streaming platform

API development tools

Deep learning frameworks

ML management and experimentation

Data augmentation frameworks for computer vision

Important libraries for computer vision

Remote desktop

Building interactive python code validation over webpages/LMS

Data serialization languages (JSON, YAML, XML)

Ways to save/load data to/from files (CSV, JSON, H5Py, Pickle, NumPy)

Python environment / package managers (pip, pipenv, pypoetry, conda)