Python programming language employs NumPy arrays in order to achieve image processing and computer vision tasks in the applications of artificial intelligence. The gamut of computer vision tasks can be executed efficiently with Python's scikit image processing libraries that work in tandem with NumPy arrays to produce high-quality filtered images. In fact, a Python imaging library can be used to accomplish complex tasks such as feature extraction, face recognition, and image manipulation. In addition, the scikit learn library in Python provides deep learning modules to employ in business operations (for example, for consumer satisfaction analysis).
Check out these libraries for Python computer vision to create a state-of-the-art code to deploy in data science fields. The face_recognition library touts to be the simplest API in the world for Python and command-line. If you are aiming to achieve image-to-image translation, check out the pytorch-CycleGAN-and-pix2pix library. One of the highest utility libraries in the list is perhaps the EasyOCR - a code pack for optical character recognition in over 80 languages. If machine learning is your objective, the NumPy_ML library carries pre-coded modules to insert into your code.
face_recognitionby ageitgey
The world's simplest facial recognition api for Python and the command line
face_recognitionby ageitgey
Python
48536
Version:v1.2.2
License: Permissive (MIT)
pytorch-CycleGAN-and-pix2pixby junyanz
Image-to-Image Translation in PyTorch
pytorch-CycleGAN-and-pix2pixby junyanz
Python
20095
Version:Current
License: Others (Non-SPDX)
EasyOCRby JaidedAI
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
EasyOCRby JaidedAI
Python
18347
Version:v1.7.0
License: Permissive (Apache-2.0)
insightfaceby deepinsight
State-of-the-art 2D and 3D Face Analysis Project
insightfaceby deepinsight
Python
15968
Version:v0.7
License: Permissive (MIT)
albumentationsby albumentations-team
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
albumentationsby albumentations-team
Python
12105
Version:1.3.0
License: Permissive (MIT)
neural-doodleby alexjc
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
neural-doodleby alexjc
Python
9855
Version:v0.0
License: Strong Copyleft (AGPL-3.0)
Bringing-Old-Photos-Back-to-Lifeby microsoft
Bringing Old Photo Back to Life (CVPR 2020 oral)
Bringing-Old-Photos-Back-to-Lifeby microsoft
Python
12415
Version:v1.0
License: Permissive (MIT)
label-studioby heartexlabs
Label Studio is a multi-type data labeling and annotation tool with standardized output format
label-studioby heartexlabs
Python
13344
Version:1.8.0
License: Permissive (Apache-2.0)
labelmeby wkentaro
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
labelmeby wkentaro
Python
10519
Version:v5.3.0a0
License: Others (Non-SPDX)
paperlessby the-paperless-project
Scan, index, and archive all of your paper documents
paperlessby the-paperless-project
Python
7780
Version:2.7.0
License: Strong Copyleft (GPL-3.0)
ImageAIby OlafenwaMoses
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
ImageAIby OlafenwaMoses
Python
7811
Version:test-resources-v3
License: Permissive (MIT)
BossSensorby Hironsan
Hide screen when boss is approaching.
BossSensorby Hironsan
Python
6153
Version:Current
License: Permissive (MIT)
pix2pixHDby NVIDIA
Synthesizing and manipulating 2048x1024 images with conditional GANs
pix2pixHDby NVIDIA
Python
6212
Version:Current
License: Others (Non-SPDX)
face_classificationby oarriaga
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
face_classificationby oarriaga
Python
5337
Version:Current
License: Permissive (MIT)