Computer visions

Теги: machine-learning 

16-825: Learning for 3D Vision

Библиотеки cv

• scikit-image.org [scikit-image]
• albumentations Python library for image augmentation for computer-visions
• IMAGEIO Imageio is a Python library that provides an easy interface to read and write a wide range of image data, including animated images, video, volumetric data, and scientific formats. It is cross-platform, runs on Python 3.7+, and is easy to install
• PyAV Pythonic bindings for FFmpeg’s libraries
• pilms Python Image Sequence: Load video and sequential images in many formats with a simple, consistent interface.
• Moviepy is a Python library for video editing: cutting, concatenations, title insertions, video compositing (a.k.a. non-linear editing), video processing, and creation of custom effects.
• Imageio Imageio is a Python library that provides an easy interface to read and write a wide range of image data, including animated images, video, volumetric data, and scientific formats. It is cross-platform, runs on Python 3.7+, and is easy to install.
• python-mss An ultra fast cross-platform multiple screenshots module in pure python using ctypes.

Статьи

• image-quality-assessment Определение качества изображения модель на основе NIMA: Neural Image Assessment. Подробнее
• Automatic Image Quality Assessment in Python Определение качества изображения статья

Размытость изображения

• Estimate strength of blur in scikit-image
• Efficient-Spatially-Varying-Blur-Detection-python - implementation of the paper “Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes”. пример реализации детектора на оверфло
• BlurDetection2 еще одна реализация детектора

Смотри еще:

• [machine-learning]
• [PIL]
• [imagehash]
• [scikit-image]
• [open-cv]