List: Computer Vision | Curated by Simon Kwan

Feb 19, 2025

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Computer Vision
ABBYY Mobile
How Text Recognition Works (Part 3)The same letter, let it be A, might look differently. But it’s still an A character that should be properly recognized by our technology.
Oct 7, 2019
Oct 7, 2019
ABBYY Mobile
How Text Recognition Works (Part 2)Have you ever heard the term Computer Vision? Sounds like something that came from cyberpunk world created by fancy Sci-Fi writer. Well…
Sep 12, 2019
Sep 12, 2019
ABBYY Mobile
How Text Recognition Works (Part 1)One of the bridges between physical data storage and its digital form is Optical Character Recognition. Want to know how it works?
Aug 28, 2019
Aug 28, 2019
Caesar Wong
Table Recognition — From OCR to Deep LearningDiscussing Evolution & Techniques on Table Recognition
Jan 29, 2023
Jan 29, 2023
In
Sciforce
by
Sciforce
Automating Spec Sheet Data for Manufacturing with NLP & OCROur solution uses advanced Natural Language Processing (NLP) and Machine Learning (ML) to automate the extraction of detailed…
Aug 5, 2024
Aug 5, 2024
maadaa.ai
AI for virtual fitting: application scenarios and enable technologiesOnline shopping has become an indispensable part of our everyday life. The demand has been noticeably accelerated due to the COVID-19…
Oct 21, 2022
Oct 21, 2022
In
DataSeries
by
Louis-François Bouchard
Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image! With Code Publicly Avaibable!With the ECCV conference coming soon, we have a ton of amazing papers coming out related to computer vision.
Here’s an impressive one made…
Aug 22, 2020
Aug 22, 2020
Rajesh Katta
Object Detection Part-3: One Stage Detectors: YOLOObject Detection is a computer vision task that involves identifying and locating objects within an image. This means identifying each…
Jul 15, 2024
2
Jul 15, 2024
2
Rajesh Katta
Object Detection part-2: Two Stage Detectors: R-CNN,Fast R-CNN,Faster R-CNNObject detection, the task of precisely locating and classifying objects within an image, has witnessed a paradigm shift with the…
Mar 1, 2024
2
Mar 1, 2024
2
Rajesh Katta
Object Detection Part-1: Introduction to object detectionIn the vast realm of computer vision, Object Detection takes center stage, allowing computers to understand images in a way that goes…
Feb 5, 2024
Feb 5, 2024
In
AI Blog TW
by
Jia-Yau Shiau
DETR的天馬行空：用Transformer走出Object Detection簡潔PipelineDETR (Detection with Transformer) 是2020年FAIR團隊發表於ECCV的論文 (Oral)。看大標題以為只是用NLP的神器Transformer做文章，改個網路架構之類。事實上，這是一個在object…
Sep 3, 2020
1
Sep 3, 2020
1
Tauseef Ahmad
Object Detection using mobilenet SSDIn this article, I am sharing a step-by-step methodology to build a simple object detector using mobilenet SSD model and a webcam feed from…
Aug 25, 2022
Aug 25, 2022
MLBoy
Detect straight lines in the imageEasy to do with OpenCV
May 1, 2022
May 1, 2022
In
The Deep Hub
by
Vikash Kumar Thakur
Faster R-CNN : Object DetectionDemystifying Object Detection
Feb 20, 2024
2
Feb 20, 2024
2
Sema Zeynep Bulut
A brief overview of R-CNN, Fast R-CNN and Faster R-CNNRegion Based CNN (R-CNN)
May 6, 2021
1
May 6, 2021
1
Naoki
R-CNN: Region-based Convolutional Neural NetworkR-CNN = CNN Extracting Features + SVM Classifier
Jun 11, 2022
Jun 11, 2022
In
Analytics Vidhya
by
Ramji Balasubramanian
Region — Based Convolutional Neural Network (RCNN)R-CNN is a region based Object Detection Algorithm developed by Girshick et al., from UC Berkeley in 2014. Before jumping into the…
Jan 27, 2021
Jan 27, 2021
Tiba Razmi
Mask R-CNNMask R-CNN is a deep neural network aimed to solve instance segmentation problem in machine learning or computer vision. In other words…
Jan 8, 2019
Jan 8, 2019
Peter Burkimsher
Making of a Chinese Characters datasetLast year, I watched the videos of Stanford’s CS231n class, the seminal course in machine learning by Fei-Fei Li, Justin Johnson, and…
Jun 25, 2018
3
Jun 25, 2018
3
Jae Duk Seo
First Order Motion Model for Image AnimationThis is some crazy stuff, the generated video is very realistic, smooth, and consistent. The movement is very impressive. And the source…
May 26, 2020
May 26, 2020

Computer Vision

How Text Recognition Works (Part 3)

The same letter, let it be A, might look differently. But it’s still an A character that should be properly recognized by our technology.

How Text Recognition Works (Part 2)

Have you ever heard the term Computer Vision? Sounds like something that came from cyberpunk world created by fancy Sci-Fi writer. Well…

How Text Recognition Works (Part 1)

One of the bridges between physical data storage and its digital form is Optical Character Recognition. Want to know how it works?

Table Recognition — From OCR to Deep Learning

Discussing Evolution & Techniques on Table Recognition

Automating Spec Sheet Data for Manufacturing with NLP & OCR

Our solution uses advanced Natural Language Processing (NLP) and Machine Learning (ML) to automate the extraction of detailed…

AI for virtual fitting: application scenarios and enable technologies

Online shopping has become an indispensable part of our everyday life. The demand has been noticeably accelerated due to the COVID-19…

Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image! With Code Publicly Avaibable!

With the ECCV conference coming soon, we have a ton of amazing papers coming out related to computer vision. Here’s an impressive one made…

Object Detection Part-3: One Stage Detectors: YOLO

Object Detection is a computer vision task that involves identifying and locating objects within an image. This means identifying each…

Object Detection part-2: Two Stage Detectors: R-CNN,Fast R-CNN,Faster R-CNN

Object detection, the task of precisely locating and classifying objects within an image, has witnessed a paradigm shift with the…

Object Detection Part-1: Introduction to object detection

In the vast realm of computer vision, Object Detection takes center stage, allowing computers to understand images in a way that goes…

DETR的天馬行空：用Transformer走出Object Detection簡潔Pipeline

DETR (Detection with Transformer) 是2020年FAIR團隊發表於ECCV的論文 (Oral)。看大標題以為只是用NLP的神器Transformer做文章，改個網路架構之類。事實上，這是一個在object…

Object Detection using mobilenet SSD

In this article, I am sharing a step-by-step methodology to build a simple object detector using mobilenet SSD model and a webcam feed from…

Detect straight lines in the image

Easy to do with OpenCV

Faster R-CNN : Object Detection

Demystifying Object Detection

A brief overview of R-CNN, Fast R-CNN and Faster R-CNN

Region Based CNN (R-CNN)

R-CNN: Region-based Convolutional Neural Network

R-CNN = CNN Extracting Features + SVM Classifier

Region — Based Convolutional Neural Network (RCNN)

R-CNN is a region based Object Detection Algorithm developed by Girshick et al., from UC Berkeley in 2014. Before jumping into the…

Mask R-CNN

Mask R-CNN is a deep neural network aimed to solve instance segmentation problem in machine learning or computer vision. In other words…

Making of a Chinese Characters dataset

Last year, I watched the videos of Stanford’s CS231n class, the seminal course in machine learning by Fei-Fei Li, Justin Johnson, and…

First Order Motion Model for Image Animation

This is some crazy stuff, the generated video is very realistic, smooth, and consistent. The movement is very impressive. And the source…

Simon Kwan