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  • SSII08-Organized session -Object Recognition-

    一般物体認識とは,制約のない実世界シーンの画像に対して計算機がその中に含まれる物体を一般的な名称で認識することであり,コンピュータビジョンの究極の課題の一つであります.世の中には物体のカテゴリー数が数万種類あるといわれ,これらを認識することは非常に難しい問題です.しかしながら昨今では,回転やスケールに対する特徴量の不変性,機械学習の進歩,Bag-of-keypoints等のアプローチの進展,計算機の高速化等により,一般物体認識の問題にチャレンジする研究が増えています.本オーガナイズドセッションでは,顔.人検出における有効な特徴選択,画像分類問題,物体認識の高速化の各側面から,それぞれの分野の第一線で活躍中の講師をお招きし,最新の一般物体認識の研究動向を紹介し,現在の課題を明確にするとともに今後の展開などについて会場の皆様とともに議論を深めたいと思います.

    • GitHub - cmusatyalab/openface: Face recognition with deep neural networks.

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        GitHub - cmusatyalab/openface: Face recognition with deep neural networks.
      • Announcing the Initial Release of Mozilla’s Open Source Speech Recognition Model and Voice Dataset | The Mozilla Blog

        Announcing the Initial Release of Mozilla’s Open Source Speech Recognition Model and Voice Dataset With the holiday, gift-giving season upon us, many people are about to experience the ease and power of new speech-enabled devices. Technical advancements have fueled the growth of speech interfaces through the availability of machine learning tools, resulting in more Internet-connected products that

          Announcing the Initial Release of Mozilla’s Open Source Speech Recognition Model and Voice Dataset | The Mozilla Blog
        • Rasperry Pi Camera Board with OpenCV : Face recognition

          thinkrpi.wordpress.com : how to use OpenCV C++ with the new Rasperry Pi Camera module board. Face Recognition. Reconnaissance Faciale This is my new Magic Mirror R2 !

            Rasperry Pi Camera Board with OpenCV : Face recognition
          • ISMAR 2009: Sketch and Shape Recognition Preview From Ben Gurion University

            ISMAR 2009 the world’s best augmented reality event starts in 3 days! If you are still contemplating whether to go – check out what you might be missing on our preview post. The folks from the Visual Media Lab at Ben Gurion University in collaboration with HIT Lab NZ are preparing a real treat for ISMAR 2009 participants. Sketch recognition (already covered in our previous post) is a major break a

              ISMAR 2009: Sketch and Shape Recognition Preview From Ben Gurion University
            • Google Image Type Recognition Userscripts.org

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              • Face Recognition Homepage - Algorithms

                Image-Based Face Recognition Algorithms PCA|ICA|LDA|EP|EBGM|Kernel Methods|Trace Transform AAM|3-D Morphable Model|3-D Face Recognition Bayesian Framework|SVM|HMM|Boosting & Ensemble Algorithms Comparisons PCA Derived from Karhunen-Loeve's transformation. Given an s-dimensional vector representation of each face in a training set of images, Principal Component Analysis (PCA) tends to find a t-dime

                • Marketing service uses facial recognition tech to estimate gender, age, and visiting frequency - DigInfo TV

                  NEC has developed a marketing service that utilizes facial recognition technology to estimates the age and gender of customers, and accumulates the data, along with the dates and times that customers visit stores. This data is then used to analyze trends in customer behavior and visit frequency. This service is provided in Japan via NEC's cloud computing technology, only requires a regular PC and

                  • Deep Image: Scaling up Image Recognition

                    We present a state-of-the-art image recognition system, Deep Image, developed using end-to-end deep learning. The key components are a custom-built supercomputer dedicated to deep learning, a highly optimized parallel algorithm using new strategies for data partitioning and communication, larger deep neural network models, novel data augmentation approaches, and usage of multi-scale high-resolutio

                    • Image Recognition API, Computer Vision AI – Imagga

                      Team A company built by a great team with seamless vision for the future. Careers We believe in people and always looking for great minds with passion for AI and tech. Blog Learn from industry experts in machine learning and read insightful analysis. Research Publications Resource of scientific and academic use of Imagga’s AI technologies. Projects Internal AI lab for computer vision related proje

                        Image Recognition API, Computer Vision AI – Imagga
                      • GitHub - facebookresearch/wav2letter: Facebook AI Research Automatic Speech Recognition Toolkit

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                          GitHub - facebookresearch/wav2letter: Facebook AI Research Automatic Speech Recognition Toolkit
                        • Visage Technologies - Face tracking, analysis and recognition technology

                          Grow your business, improve user experiences, increase safety, and more with cutting-edge computer vision technology designed to meet your business needs.

                            Visage Technologies - Face tracking, analysis and recognition technology
                          • Very Deep Convolutional Networks for Large-Scale Visual Recognition - Visual Geometry Group Home Page

                            This website uses Google Analytics to help us improve the website content. This requires the use of standard Google Analytics cookies, as well as a cookie to record your response to this confirmation request. If this is OK with you, please click 'Accept cookies', otherwise you will see this notice on every page. For more information, please click here Accept cookies Karen Simonyan and Andrew Zisse

                            • Deep Learning for Videos: A 2018 Guide to Action Recognition

                              Medical images like MRIs, CTs (3D images) are very similar to videos - both of them encode 2D spatial information over a 3rd dimension. Much like diagnosing abnormalities from 3D images, action recognition from videos would require capturing context from entire video rather than just capturing information from each frame. Fig 1: Left: Example Head CT scan. Right: Example video from a action recogn

                              • Windows Speech Recognition commands - Microsoft Support

                                On Windows 11 22H2 and later, Windows Speech Recognition (WSR) will be replaced by voice access starting in September 2024. Older versions of Windows will continue to have WSR available. To learn more about voice access, go to Use voice access to control your PC & author text with your voice. Windows Speech Recognition lets you control your PC by voice alone, without needing a keyboard or mouse. T

                                • David MacKay: Information Theory, Pattern Recognition and Neural Networks: The Book

                                  Information Theory, Inference, and Learning Algorithms (Hardback, 640 pages, Published September 2003) Order your copy Price: £35.00 / $60.00 from |CUP UK/USA| |amazon.co.uk/.com/.ca/.co.jp| | Barnes & Noble USA | booksprice. | fetchbook.info | allbookstores | biggerbooks | blackwells | directtextbook | kalahari.net (South Africa) | Special Paperback edition for South Asia.| Download the book too

                                  • Amplify+Angular+Recognitionを使って画像からテキストを読み取るアプリケーションをサクッと作ってみる | DevelopersIO

                                    Amplify+Angular+Recognitionを使って画像からテキストを読み取るアプリケーションをサクッと作ってみる どうも!大阪オフィスの西村祐二です。 今回はAngularとAmplifyとRecognitionを使って画像からテキストを読み取るアプリケーションを作ってみたいと思います。 ゴールとなるアプリケーションは下記になります。 文字が含まれる画像をアップロードするとバックエンドのRecognitionのAPIをコールし、画像からテキストを抽出して表示するというアプリケーションです。 作ってみる 環境 aws-amplify: 2.2.2 amplify cli: 4.12.0 Angular CLI: 8.3.23 Node: 12.13.0 OS: darwin x64 Angular: 8.2.14 ... animations, common, compiler,

                                      Amplify+Angular+Recognitionを使って画像からテキストを読み取るアプリケーションをサクッと作ってみる | DevelopersIO
                                    • face-api.js — JavaScript API for Face Recognition in the Browser with tensorflow.js

                                      I am excited to say, that it is finally possible to run face recognition in the browser! With this article I am introducing face-api.js, a javascript module, built on top of tensorflow.js core, which implements several CNNs (Convolutional Neural Networks) to solve face detection, face recognition and face landmark detection, optimized for the web and for mobile devices. As always we will look into

                                        face-api.js — JavaScript API for Face Recognition in the Browser with tensorflow.js
                                      • HeyTaco: Peer Recognition & Engagement Software

                                        Peer Recognition Give virtual tacos to recognize people in a fun and easy way.

                                          HeyTaco: Peer Recognition & Engagement Software
                                        • Number plate recognition with Tensorflow - Matt's Ramblings

                                          Introduction Over the past few weeks I’ve been dabbling with deep learning, in particular convolutional neural networks. One standout paper from recent times is Google’s Multi-digit Number Recognition from Street View. This paper describes a system for extracting house numbers from street view imagery using a single end-to-end neural network. The authors then go on to explain how the same network

                                            Number plate recognition with Tensorflow - Matt's Ramblings
                                          • GitHub - facebookresearch/detectron2: Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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                                              GitHub - facebookresearch/detectron2: Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
                                            • GitHub - pfliu-nlp/Named-Entity-Recognition-NER-Papers: An elaborate and exhaustive paper list for Named Entity Recognition (NER)

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                                                GitHub - pfliu-nlp/Named-Entity-Recognition-NER-Papers: An elaborate and exhaustive paper list for Named Entity Recognition (NER)
                                              • GitHub - julius-speech/julius: Open-Source Large Vocabulary Continuous Speech Recognition Engine

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                                                  GitHub - julius-speech/julius: Open-Source Large Vocabulary Continuous Speech Recognition Engine
                                                • Speech Recognition For Mac - rulesland

                                                  Visiteurs depuis le 28/01/2019 : 862 Connectés : 1 Record de connectés : 14 This video shows hot to set up Dictation and how to use it with ease on your Mac for the purposes of speech recognition. I updated this post about speech to text software and dictation in January 2, 2018 When I was employed as a journalist, I spent a lot of time interviewing people. One of the most painful things I had to

                                                    Speech Recognition For Mac - rulesland
                                                  • GitHub - julius-speech/julius: Open-Source Large Vocabulary Continuous Speech Recognition Engine

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                                                      GitHub - julius-speech/julius: Open-Source Large Vocabulary Continuous Speech Recognition Engine
                                                    • Gesture Recognition & Computer Vision Control Technology & Motion Sensing Systems for Presentation & Entertainment

                                                      The Inventors and Pioneers of the Video Gesture Control revolution for Gesture Controlled Immersive Surfaces Signs, Displays and Games. Back in 1986, we invented and shaped the field of 'applied computer vision' for computer-human interaction, and have continued as world leaders, inventing new video gesture control technologies ever since. The company's multi-patented video gesture control technol

                                                      • Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning | NVIDIA Technical Blog

                                                        Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning Speech recognition is an established technology, but it tends to fail when we need it the most, such as in noisy or crowded environments, or when the speaker is far away from the microphone. At Baidu we are working to enable truly ubiquitous, natural speech interfaces. In order to achieve this, we must improve the accuracy

                                                          Deep Speech: Accurate Speech Recognition with GPU-Accelerated Deep Learning | NVIDIA Technical Blog
                                                        • Burnistoun - Voice Recognition Elevator in Scotland

                                                          http://blogosferica.com/ Burnistoun is a sketch show for BBC Scotland by the Scottish comedians Iain Connell and Robert Florence. The show is produced by The Comedy Unit.

                                                            Burnistoun - Voice Recognition Elevator in Scotland
                                                          • ペット用の顔面認識サービス『Pet Recognition』 | 100SHIKI

                                                            精度は別としてアイデアはいいかも・・・?! Pet Recognitionでは、ペット用の顔面認識サービスを展開しているようだ。 このサイトで自分のペットの写真(顔面)を登録しておけば、万が一迷子になったときに膨大な写真から検索してくれるらしい(まじで?)。 写真の登録料が有料なのはあれとして(しょうがないけど)、確かに「うちのペット探しています!」の解決策になるのではなかろうか。 これもOpenCVとか使っているのだろうか・・・技術的にいろいろ気になりますな。

                                                              ペット用の顔面認識サービス『Pet Recognition』 | 100SHIKI
                                                            • Large Scale Visual Recognition Challenge 2016 (ILSVRC2016) results

                                                              DET    LOC    VID    Scene   Team information Legend: Yellow background = winner in this task according to this metric; authors are willing to reveal the method White background = authors are willing to reveal the method Grey background = authors chose not to reveal the method Italics = authors requested entry not participate in competition Object detection (DET)[top] Task 1a: Object detection wit

                                                              • List of speech recognition software - Wikipedia

                                                                Speech recognition software is available for many computing platforms, operating systems, use models, and software licenses. Here is a listing of such, grouped in various useful ways. Acoustic models and speech corpus (compilation)[edit] The following list presents notable speech recognition software engines with a brief synopsis of characteristics. Application name Description Open-source License

                                                                • Windows Vista Speech Recognition Tested - Perl Scripting

                                                                  I'll stick to the keyboard

                                                                    Windows Vista Speech Recognition Tested - Perl Scripting
                                                                  • Deep Learning vs Machine Learning vs Pattern Recognition

                                                                    Lets take a close look at three related terms (Deep Learning vs Machine Learning vs Pattern Recognition), and see how they relate to some of the hottest tech-themes in 2015 (namely Robotics and Artificial Intelligence). In our short journey through jargon, you should acquire a better understanding of how computer vision fits in, as well as gain an intuitive feel for how the machine learning zeitge

                                                                      Deep Learning vs Machine Learning vs Pattern Recognition
                                                                    • OpenCV OCR and text recognition with Tesseract - PyImageSearch

                                                                      Deep Learning Optical Character Recognition (OCR) Tutorials by Adrian Rosebrock on September 17, 2018 In this tutorial, you will learn how to apply OpenCV OCR (Optical Character Recognition). We will perform both (1) text detection and (2) text recognition using OpenCV, Python, and Tesseract. A few weeks ago I showed you how to perform text detection using OpenCV’s EAST deep learning model. Using

                                                                        OpenCV OCR and text recognition with Tesseract - PyImageSearch
                                                                      • Facial recognition Facebook app hoax terrifies the internet

                                                                        The app claimed it could match photos of people on the street with their Facebook profile Credit: Facezam A fake facial recognition app that claimed to be able to identify strangers from a photograph has turned out to be a publicity stunt. Facezam claimed it could identify people by matching a photo of them with their Facebook profile. It was claimed that all users had to do is take a picture of s

                                                                          Facial recognition Facebook app hoax terrifies the internet 
                                                                        • Learning Transferable Architectures for Scalable Image Recognition

                                                                          Developing neural network image classification models often requires significant architecture engineering. In this paper, we study a method to learn the model architectures directly on the dataset of interest. As this approach is expensive when the dataset is large, we propose to search for an architectural building block on a small dataset and then transfer the block to a larger dataset. The key

                                                                          • 【slide share】Visual Object Detection, Recognition... | DERiVE コンピュータビジョン ブログ

                                                                            以下のslider shareのYu Huang先生によるスライド「Visual Object Detection, Recognition and Tracking」が、網羅的でかつ説明が簡潔であり、役立つ人も多そうな内容でしたので紹介しておきます。(情報元、は名工大 福嶋先生) 題名の通り、ビジョンによる物体検出、物体認識、物体追跡が、最新の手法に至るまで網羅的に1つのスライドで解説されているという、チュートリアル的な内容のスライドです。全てを勉強していてはいつまでたっても終わらないほど広大なコンピュータビジョンでは、こういった全体を俯瞰する資料の効果は非常に高く、最初にこうした資料で全体像をつかんでから、自分の深く知りたい領域の論文や資料にたどれることでの効率の向上は、皆様も十分ご存知と思います。(マイナビの拙連載も、実は同じ役割を狙っています)。 私は自分の所属研究室が「人追跡」や

                                                                            • Tegaki - Open-Source Chinese and Japanese Handwriting Recognition

                                                                              Tegaki Project Open-Source Chinese and Japanese Handwriting Recognition Screencast video: ogg or youtube. Tegaki: is free and open-source is multi-plaform focuses on Chinese (simplified and traditional) and Japanese characters supports 2 different recognition engines aspires to work on both desktop-PCs and mobile devices Downloads For Windows -> tegaki-recognize-0.3-setup.exe This package includes

                                                                              • Free Speech... Recognition (Linux, Windows and Mac) - voxforge.org

                                                                                VoxForge is an open speech dataset that was set up to collect transcribed speech for use with Free and  Open Source Speech Recognition Engines (on Linux, Windows and Mac). We will make available all submitted audio files under the GPL license, and then 'compile' them into acoustic models for use with Open Source speech recognition engines such as CMU Sphinx, ISIP, Julius (github) and HTK (note: HT

                                                                                • Google-Landmarks: A New Dataset and Challenge for Landmark Recognition

                                                                                  Philosophy We strive to create an environment conducive to many different types of research across many different time scales and levels of risk. Learn more about our Philosophy Learn more

                                                                                    Google-Landmarks: A New Dataset and Challenge for Landmark Recognition