{"repo":"jasmcaus/caer","free":true,"listed":false,"github":"https://github.com/jasmcaus/caer","clone":"git clone https://github.com/jasmcaus/caer.git","description":"High-performance Vision library in Python. Scale your research, not boilerplate.","language":"Python","stars":814,"topics":["python","vision","artificial-intelligence","machine-learning","neural-network","deep-learning","gpu","ai","data-science","image-processing"],"license":"MIT","category":"machine-learning","readme_excerpt":"--- [ ][py-versions] [ ][pypi-latest-version] [ ][twitter-badge] [ ][downloads] [ ][docs] [ ][license] Caer - Modern Computer Vision on the Fly Caer is a lightweight, high-performance Vision library for high-performance AI research. We wrote this framework to simplify your approach towards Computer Vision by abstracting away unnecessary boilerplate code giving you the flexibility to quickly prototype deep learning models and research ideas. The end result is a library quite different in its design, that’s easy to understand, plays well with others, and is a lot of fun to use. Our elegant, type-checked API and design philosophy makes Caer ideal for students, researchers, hobbyists and even experts in the fields of Deep Learning and Computer Vision. Overview Caer is a Python library that consists of the following components: Component Description ----------------------------------------------------------------------------------------- -------------------------------------------------------------------------------------- caer A lightweight GPU-accelerated Computer Vision library for high-performance AI research caer.color Colorspace operations caer.data Standard high-quality test images and example data caer.path OS-specific path manipulations caer.preprocessing Image preprocessing utilities. caer.transforms Powerful image transformations and augmentations caer.video Video processing utilities Usually, Caer is used either as: - a replacement for OpenCV to use the power of GPUs. ","default_branch":null,"files":null,"tree":[],"storefront":"/r/jasmcaus","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/jasmcaus/caer/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}