Deep learning is now used to solve many different CV problems. A typical approach is to train a separate network for each specific task. However,...
AudioVisual Speech Recognition using OpenCV Audio IO module
Shivanshu Tyagi
OpenCV is used extensively in computer vision, tackling almost all major computer vision problems. Many Modern CV applications work with video...
Yiyao Wang_Proposal_lightweight OCR models
Yiyao Wang
OCR (Optical Character Recognition), a technology which targets recognizing text in images automatically, contains the following parts: document...
Upgrading RANSAC and multi-grid camera calibration
maxim_ivashechkin
Upgrade and optimize existing RANSAC version that I have integrated two years ago. I know the structure of a code and how it works so it should not...
Efficient Data Augmentation Module in OpenCV for DL Training
Chuyang Zhao
This proposal aims to develop an efficient data augmentation module for OpenCV that supports both basic image manipulation approaches and deep...
FIRST Robotics with OAK-D Camera
Gary Ding
For FIRST Robotics platform, there is no highly integrated and developer-friendly reference vision platform that exists at an affordable price (i.e....
Lightweight Object detection and tracking for resource restricted usage
Sri Siddarth Chakaravarthy
Object detection has made great progress in the past few years along with the development of deep learning. However, most current object detection...
Optimizing OpenCV Universal Intrinsic for RISC-V Vector
Liutong HAN
There is a RISC-V Vector backend in OpenCV universal intrinsic, but the performance is very poor and only supported fixed vector size with 128 bit....
Improved imgcodecs
Berke Yavas
This proposal contains several improvements over the image codecs, provides a new API for reading the image header separately from the image data,...
Light-OCR
Tong Zhang
Project Light-OCR aims at providing lightweight OCR(optical character recognition) for the users of OpenCV. The whole process includes lightweight...