From f2196b4e23e5d122da8cab5442bb9728bf342007 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Thu, 28 Sep 2023 14:05:24 +0200 Subject: [PATCH 01/12] Face Recognition Demo Proposition for the Face recognition Demo optimized for the Search Engine --- docs/knowledge_base/demos/Face recognition.md | 33 +++++++++++++++++++ 1 file changed, 33 insertions(+) create mode 100644 docs/knowledge_base/demos/Face recognition.md diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md new file mode 100644 index 000000000..f6f3f5c0b --- /dev/null +++ b/docs/knowledge_base/demos/Face recognition.md @@ -0,0 +1,33 @@ +## Introduction: +Welcome to Taipy's Face Recognition demo, where we unveil the incredible capabilities of our AI-driven platform. In this article, we will explore the description and functionality of our Face Recognition demo, illustrating how you can harness Taipy's potential for real-time face detection and recognition. + +## Understanding Face Recognition +Face recognition is a cutting-edge technology that allows computers to identify and verify human faces in images and videos. Taipy's Face Recognition demo showcases the seamless integration of this technology into our platform, providing a user-friendly experience for capturing video from your webcam and performing real-time face detection. + +## The Face Recognition Demo +### Real-time Face Detection +Our Face Recognition demo offers real-time face detection, thanks to the powerful OpenCV library. Using Taipy's intuitive GUI component, users can access their webcam to capture video. The system then analyzes this video stream, identifying and highlighting faces as they appear in real time. This feature is invaluable for various applications, including security, human-computer interaction, and more. + +### Key Takeaways +This application demonstrates two critical aspects: + +1- **Building Custom UI Components for Taipy:** Learn how to create complex, custom user interface components for Taipy. Discover the flexibility and potential for crafting unique user experiences tailored to your specific needs. + +2- **Real-time Face Detection and Recognition with OpenCV:** Dive into the world of computer vision and understand how OpenCV, in combination with Taipy, can detect and recognize faces accurately and efficiently in real-time scenarios. + +### Powered by Taipy +This Face Recognition demo exemplifies the fusion of Taipy's AI capabilities with OpenCV's image processing prowess. Taipy's advanced understanding of text data is complemented by OpenCV's ability to analyze visual data, resulting in a powerful synergy that offers endless possibilities for developers and businesses alike. + +## How to Use Taipy for Face Recognition +To experience real-time face detection and recognition using Taipy's GUI component, follow these straightforward steps: + +1- Visit Taipy [Face Recognition Demo ](https://face-recognition.taipy.cloud/) + +2- Access your webcam through the Taipy frontend component. + +3- Observe as Taipy's integration with OpenCV detects and recognizes faces in the video stream in real time. + +## Conclusion +Face recognition is a transformative technology with wide-ranging applications, and Taipy's Face Recognition demo is here to showcase its potential. Whether you want to explore custom UI components or harness real-time face detection and recognition, Taipy empowers you to unlock the capabilities of AI and computer vision. + +Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today and experience the power of Taipy's real-time capabilities. \ No newline at end of file From b6bb7aa2a407c1bcff9017f9a22dfb3d856615fc Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Thu, 28 Sep 2023 14:15:20 +0200 Subject: [PATCH 02/12] Update Face recognition.md Removing "Introduction" and putting the Title --- docs/knowledge_base/demos/Face recognition.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index f6f3f5c0b..0e834e77b 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -1,4 +1,4 @@ -## Introduction: +# Real-time Face Recognition with Taipy: A Powerful Demo Welcome to Taipy's Face Recognition demo, where we unveil the incredible capabilities of our AI-driven platform. In this article, we will explore the description and functionality of our Face Recognition demo, illustrating how you can harness Taipy's potential for real-time face detection and recognition. ## Understanding Face Recognition @@ -30,4 +30,4 @@ To experience real-time face detection and recognition using Taipy's GUI compone ## Conclusion Face recognition is a transformative technology with wide-ranging applications, and Taipy's Face Recognition demo is here to showcase its potential. Whether you want to explore custom UI components or harness real-time face detection and recognition, Taipy empowers you to unlock the capabilities of AI and computer vision. -Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today and experience the power of Taipy's real-time capabilities. \ No newline at end of file +Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today and experience the power of Taipy's real-time capabilities. From 1e24232f4f5eb1d1571ce2736108d381be14a087 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Thu, 28 Sep 2023 14:29:44 +0200 Subject: [PATCH 03/12] Update Face recognition.md Changing from H2t o H1 --- docs/knowledge_base/demos/Face recognition.md | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 0e834e77b..975a3b9f1 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -1,24 +1,23 @@ -# Real-time Face Recognition with Taipy: A Powerful Demo Welcome to Taipy's Face Recognition demo, where we unveil the incredible capabilities of our AI-driven platform. In this article, we will explore the description and functionality of our Face Recognition demo, illustrating how you can harness Taipy's potential for real-time face detection and recognition. -## Understanding Face Recognition +# Understanding Face Recognition Face recognition is a cutting-edge technology that allows computers to identify and verify human faces in images and videos. Taipy's Face Recognition demo showcases the seamless integration of this technology into our platform, providing a user-friendly experience for capturing video from your webcam and performing real-time face detection. -## The Face Recognition Demo -### Real-time Face Detection +# The Face Recognition Demo +## Real-time Face Detection Our Face Recognition demo offers real-time face detection, thanks to the powerful OpenCV library. Using Taipy's intuitive GUI component, users can access their webcam to capture video. The system then analyzes this video stream, identifying and highlighting faces as they appear in real time. This feature is invaluable for various applications, including security, human-computer interaction, and more. -### Key Takeaways +## Key Takeaways This application demonstrates two critical aspects: 1- **Building Custom UI Components for Taipy:** Learn how to create complex, custom user interface components for Taipy. Discover the flexibility and potential for crafting unique user experiences tailored to your specific needs. 2- **Real-time Face Detection and Recognition with OpenCV:** Dive into the world of computer vision and understand how OpenCV, in combination with Taipy, can detect and recognize faces accurately and efficiently in real-time scenarios. -### Powered by Taipy +## Powered by Taipy This Face Recognition demo exemplifies the fusion of Taipy's AI capabilities with OpenCV's image processing prowess. Taipy's advanced understanding of text data is complemented by OpenCV's ability to analyze visual data, resulting in a powerful synergy that offers endless possibilities for developers and businesses alike. -## How to Use Taipy for Face Recognition +# How to Use Taipy for Face Recognition To experience real-time face detection and recognition using Taipy's GUI component, follow these straightforward steps: 1- Visit Taipy [Face Recognition Demo ](https://face-recognition.taipy.cloud/) @@ -27,7 +26,7 @@ To experience real-time face detection and recognition using Taipy's GUI compone 3- Observe as Taipy's integration with OpenCV detects and recognizes faces in the video stream in real time. -## Conclusion +# Conclusion Face recognition is a transformative technology with wide-ranging applications, and Taipy's Face Recognition demo is here to showcase its potential. Whether you want to explore custom UI components or harness real-time face detection and recognition, Taipy empowers you to unlock the capabilities of AI and computer vision. Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today and experience the power of Taipy's real-time capabilities. From 31963efd0d181898d28f57ae4269f6125c268ddf Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Fri, 29 Sep 2023 11:58:34 +0200 Subject: [PATCH 04/12] Update docs/knowledge_base/demos/Face recognition.md Co-authored-by: Erik Feher <138566453+erikfTW@users.noreply.github.com> --- docs/knowledge_base/demos/Face recognition.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 975a3b9f1..3e3f47e18 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -1,4 +1,5 @@ -Welcome to Taipy's Face Recognition demo, where we unveil the incredible capabilities of our AI-driven platform. In this article, we will explore the description and functionality of our Face Recognition demo, illustrating how you can harness Taipy's potential for real-time face detection and recognition. +Welcome to Taipy's Face Recognition demonstration, where we showcase the remarkable abilities of our AI-powered platform. In this article, we will delve into the description and functionality of our Face Recognition demo, demonstrating how you can utilize Taipy's potential for real-time face detection and recognition. + # Understanding Face Recognition Face recognition is a cutting-edge technology that allows computers to identify and verify human faces in images and videos. Taipy's Face Recognition demo showcases the seamless integration of this technology into our platform, providing a user-friendly experience for capturing video from your webcam and performing real-time face detection. From ff337ba952e56a14f3cc5142f58c711584fcc63a Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Fri, 29 Sep 2023 11:58:42 +0200 Subject: [PATCH 05/12] Update docs/knowledge_base/demos/Face recognition.md Co-authored-by: Erik Feher <138566453+erikfTW@users.noreply.github.com> --- docs/knowledge_base/demos/Face recognition.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 3e3f47e18..2353e09ff 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -6,7 +6,7 @@ Face recognition is a cutting-edge technology that allows computers to identify # The Face Recognition Demo ## Real-time Face Detection -Our Face Recognition demo offers real-time face detection, thanks to the powerful OpenCV library. Using Taipy's intuitive GUI component, users can access their webcam to capture video. The system then analyzes this video stream, identifying and highlighting faces as they appear in real time. This feature is invaluable for various applications, including security, human-computer interaction, and more. +Our Face Recognition demo provides real-time face detection capabilities, thanks to the robust OpenCV library. Through Taipy's user-friendly GUI component, users can activate their webcam to capture video. The system subsequently processes this video stream, promptly identifying and outlining faces as they appear. This feature is highly valuable for numerous applications, such as security, human-computer interaction, and beyond. ## Key Takeaways This application demonstrates two critical aspects: From 99d817bf6b8c831a0398dc242205345ddcb01641 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Fri, 29 Sep 2023 11:58:48 +0200 Subject: [PATCH 06/12] Update docs/knowledge_base/demos/Face recognition.md Co-authored-by: Erik Feher <138566453+erikfTW@users.noreply.github.com> --- docs/knowledge_base/demos/Face recognition.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 2353e09ff..79e6ad956 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -28,6 +28,6 @@ To experience real-time face detection and recognition using Taipy's GUI compone 3- Observe as Taipy's integration with OpenCV detects and recognizes faces in the video stream in real time. # Conclusion -Face recognition is a transformative technology with wide-ranging applications, and Taipy's Face Recognition demo is here to showcase its potential. Whether you want to explore custom UI components or harness real-time face detection and recognition, Taipy empowers you to unlock the capabilities of AI and computer vision. +Face recognition is a powerful technology with many uses, and Taipy's Face Recognition demo is here to demonstrate what it can do. Whether you want to try out custom user interface features or use real-time face detection and recognition, Taipy lets you tap into the power of AI and computer vision. Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today and experience the power of Taipy's real-time capabilities. From 313d17aeae6e3856195df062fb2c53e242544594 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Fri, 29 Sep 2023 11:59:02 +0200 Subject: [PATCH 07/12] Update docs/knowledge_base/demos/Face recognition.md Co-authored-by: Erik Feher <138566453+erikfTW@users.noreply.github.com> --- docs/knowledge_base/demos/Face recognition.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 79e6ad956..436f27a6b 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -16,7 +16,7 @@ This application demonstrates two critical aspects: 2- **Real-time Face Detection and Recognition with OpenCV:** Dive into the world of computer vision and understand how OpenCV, in combination with Taipy, can detect and recognize faces accurately and efficiently in real-time scenarios. ## Powered by Taipy -This Face Recognition demo exemplifies the fusion of Taipy's AI capabilities with OpenCV's image processing prowess. Taipy's advanced understanding of text data is complemented by OpenCV's ability to analyze visual data, resulting in a powerful synergy that offers endless possibilities for developers and businesses alike. +The Face Recognition demo serves as a prime example of the synergy between Taipy's AI capabilities and OpenCV's image processing expertise. Taipy's advanced text data comprehension is enhanced by OpenCV's capacity to analyze visual data. This collaboration creates a potent combination, opening up numerous opportunities for developers and businesses to explore. # How to Use Taipy for Face Recognition To experience real-time face detection and recognition using Taipy's GUI component, follow these straightforward steps: From 3ad2c4b1ae00d77bb6ada12c0dab286f3b296488 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Fri, 29 Sep 2023 11:59:09 +0200 Subject: [PATCH 08/12] Update docs/knowledge_base/demos/Face recognition.md Co-authored-by: Erik Feher <138566453+erikfTW@users.noreply.github.com> --- docs/knowledge_base/demos/Face recognition.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 436f27a6b..7feb8473a 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -2,7 +2,7 @@ Welcome to Taipy's Face Recognition demonstration, where we showcase the remarka # Understanding Face Recognition -Face recognition is a cutting-edge technology that allows computers to identify and verify human faces in images and videos. Taipy's Face Recognition demo showcases the seamless integration of this technology into our platform, providing a user-friendly experience for capturing video from your webcam and performing real-time face detection. +Face recognition is an advanced technology that enables computers to recognize and verify human faces in images and videos. Taipy's Face Recognition demo highlights the smooth incorporation of this technology into our platform, offering a user-friendly way to capture video from your webcam and conduct real-time face detection. # The Face Recognition Demo ## Real-time Face Detection From d4a452f20a5cdbb28bbb4759b904faecc44b66a4 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Fri, 29 Sep 2023 12:23:29 +0200 Subject: [PATCH 09/12] Update Face recognition.md --- docs/knowledge_base/demos/Face recognition.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 7feb8473a..324836a7a 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -11,23 +11,23 @@ Our Face Recognition demo provides real-time face detection capabilities, thanks ## Key Takeaways This application demonstrates two critical aspects: -1- **Building Custom UI Components for Taipy:** Learn how to create complex, custom user interface components for Taipy. Discover the flexibility and potential for crafting unique user experiences tailored to your specific needs. +1. **Building Custom UI Components for Taipy:** Learn how to create complex, custom user interface components for Taipy. Discover the flexibility and potential for crafting unique user experiences tailored to your specific needs. -2- **Real-time Face Detection and Recognition with OpenCV:** Dive into the world of computer vision and understand how OpenCV, in combination with Taipy, can detect and recognize faces accurately and efficiently in real-time scenarios. +2. **Real-time Face Detection and Recognition with OpenCV:** Dive into the world of computer vision and understand how OpenCV, in combination with Taipy, can detect and recognize faces accurately and efficiently in real-time scenarios. ## Powered by Taipy -The Face Recognition demo serves as a prime example of the synergy between Taipy's AI capabilities and OpenCV's image processing expertise. Taipy's advanced text data comprehension is enhanced by OpenCV's capacity to analyze visual data. This collaboration creates a potent combination, opening up numerous opportunities for developers and businesses to explore. +The Face Recognition demo serves as a prime example of the synergy between Taipy's AI capabilities and OpenCV's image processing expertise. OpenCV's ability to analyze visual data enhances Taipy's advanced text data comprehension. This collaboration creates a potent combination, opening up numerous opportunities for developers and businesses to explore. # How to Use Taipy for Face Recognition To experience real-time face detection and recognition using Taipy's GUI component, follow these straightforward steps: -1- Visit Taipy [Face Recognition Demo ](https://face-recognition.taipy.cloud/) +1. Visit Taipy [Face Recognition Demo ](https://face-recognition.taipy.cloud/) -2- Access your webcam through the Taipy frontend component. +2. Access your webcam through the Taipy frontend component. -3- Observe as Taipy's integration with OpenCV detects and recognizes faces in the video stream in real time. +3. Observe as Taipy's integration with OpenCV detects and recognizes faces in the video stream in real-time. # Conclusion -Face recognition is a powerful technology with many uses, and Taipy's Face Recognition demo is here to demonstrate what it can do. Whether you want to try out custom user interface features or use real-time face detection and recognition, Taipy lets you tap into the power of AI and computer vision. +Face recognition is a powerful technology with many uses, and Taipy's Face Recognition demo is here to demonstrate what it can do. Whether trying out custom user interface features or using real-time face detection and recognition, Taipy lets you tap into the power of AI and computer vision. Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today and experience the power of Taipy's real-time capabilities. From 1f990fe7cc6f786829be315e22d4e8eb926b3814 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Fri, 29 Sep 2023 12:32:21 +0200 Subject: [PATCH 10/12] Update Face recognition.md --- docs/knowledge_base/demos/Face recognition.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md index 324836a7a..437ae284a 100644 --- a/docs/knowledge_base/demos/Face recognition.md +++ b/docs/knowledge_base/demos/Face recognition.md @@ -1,4 +1,4 @@ -Welcome to Taipy's Face Recognition demonstration, where we showcase the remarkable abilities of our AI-powered platform. In this article, we will delve into the description and functionality of our Face Recognition demo, demonstrating how you can utilize Taipy's potential for real-time face detection and recognition. +Welcome to Taipy's Face Recognition demonstration, where we showcase the remarkable abilities of our AI-powered platform. In this demo, we will delve into the description and functionality of our Face Recognition demo, demonstrating how you can utilize Taipy's potential for real-time face detection and recognition. # Understanding Face Recognition From 22ea29021907e5381e49c335b3e03f914dacbebd Mon Sep 17 00:00:00 2001 From: jrobinAV <88036007+jrobinAV@users.noreply.github.com> Date: Sun, 1 Oct 2023 12:27:31 +0200 Subject: [PATCH 11/12] formatting with lines <100char --- docs/knowledge_base/demos/Face recognition.md | 33 ----------- docs/knowledge_base/demos/face_recognition.md | 56 +++++++++++++++++++ mkdocs.yml_template | 1 + 3 files changed, 57 insertions(+), 33 deletions(-) delete mode 100644 docs/knowledge_base/demos/Face recognition.md create mode 100644 docs/knowledge_base/demos/face_recognition.md diff --git a/docs/knowledge_base/demos/Face recognition.md b/docs/knowledge_base/demos/Face recognition.md deleted file mode 100644 index 437ae284a..000000000 --- a/docs/knowledge_base/demos/Face recognition.md +++ /dev/null @@ -1,33 +0,0 @@ -Welcome to Taipy's Face Recognition demonstration, where we showcase the remarkable abilities of our AI-powered platform. In this demo, we will delve into the description and functionality of our Face Recognition demo, demonstrating how you can utilize Taipy's potential for real-time face detection and recognition. - - -# Understanding Face Recognition -Face recognition is an advanced technology that enables computers to recognize and verify human faces in images and videos. Taipy's Face Recognition demo highlights the smooth incorporation of this technology into our platform, offering a user-friendly way to capture video from your webcam and conduct real-time face detection. - -# The Face Recognition Demo -## Real-time Face Detection -Our Face Recognition demo provides real-time face detection capabilities, thanks to the robust OpenCV library. Through Taipy's user-friendly GUI component, users can activate their webcam to capture video. The system subsequently processes this video stream, promptly identifying and outlining faces as they appear. This feature is highly valuable for numerous applications, such as security, human-computer interaction, and beyond. - -## Key Takeaways -This application demonstrates two critical aspects: - -1. **Building Custom UI Components for Taipy:** Learn how to create complex, custom user interface components for Taipy. Discover the flexibility and potential for crafting unique user experiences tailored to your specific needs. - -2. **Real-time Face Detection and Recognition with OpenCV:** Dive into the world of computer vision and understand how OpenCV, in combination with Taipy, can detect and recognize faces accurately and efficiently in real-time scenarios. - -## Powered by Taipy -The Face Recognition demo serves as a prime example of the synergy between Taipy's AI capabilities and OpenCV's image processing expertise. OpenCV's ability to analyze visual data enhances Taipy's advanced text data comprehension. This collaboration creates a potent combination, opening up numerous opportunities for developers and businesses to explore. - -# How to Use Taipy for Face Recognition -To experience real-time face detection and recognition using Taipy's GUI component, follow these straightforward steps: - -1. Visit Taipy [Face Recognition Demo ](https://face-recognition.taipy.cloud/) - -2. Access your webcam through the Taipy frontend component. - -3. Observe as Taipy's integration with OpenCV detects and recognizes faces in the video stream in real-time. - -# Conclusion -Face recognition is a powerful technology with many uses, and Taipy's Face Recognition demo is here to demonstrate what it can do. Whether trying out custom user interface features or using real-time face detection and recognition, Taipy lets you tap into the power of AI and computer vision. - -Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today and experience the power of Taipy's real-time capabilities. diff --git a/docs/knowledge_base/demos/face_recognition.md b/docs/knowledge_base/demos/face_recognition.md new file mode 100644 index 000000000..177a823d8 --- /dev/null +++ b/docs/knowledge_base/demos/face_recognition.md @@ -0,0 +1,56 @@ +Welcome to Taipy's Face Recognition demonstration, where we showcase the remarkable abilities of +our AI-powered platform. In this demo, we will delve into the description and functionality of +our Face Recognition demo, demonstrating how you can utilize Taipy's potential for real-time +face detection and recognition. + + +# Understanding Face Recognition +Face recognition is an advanced technology that enables computers to recognize and verify human +faces in images and videos. Taipy's Face Recognition demo highlights the smooth incorporation of +this technology into our platform, offering a user-friendly way to capture video from your +webcam and conduct real-time face detection. + +# The Face Recognition Demo +## Real-time Face Detection +Our Face Recognition demo provides real-time face detection capabilities, thanks to the robust +OpenCV library. Through Taipy's user-friendly GUI component, users can activate their webcam to +capture video. The system subsequently processes this video stream, promptly identifying and +outlining faces as they appear. This feature is highly valuable for numerous applications, such +as security, human-computer interaction, and beyond. + +## Key Takeaways +This application demonstrates two critical aspects: + +1. **Building Custom UI Components for Taipy:** Learn how to create complex, custom user + interface components for Taipy. Discover the flexibility and potential for crafting unique + user experiences tailored to your specific needs. + +2. **Real-time Face Detection and Recognition with OpenCV:** Dive into the world of computer + vision and understand how OpenCV, in combination with Taipy, can detect and recognize faces + accurately and efficiently in real-time scenarios. + +## Powered by Taipy +The Face Recognition demo serves as a prime example of the synergy between Taipy's AI +capabilities and OpenCV's image processing expertise. OpenCV's ability to analyze visual data +enhances Taipy's advanced text data comprehension. This collaboration creates a potent +combination, opening up numerous opportunities for developers and businesses to explore. + +# How to Use Taipy for Face Recognition +To experience real-time face detection and recognition using Taipy's GUI component, follow these +straightforward steps: + +1. Visit Taipy [Face Recognition Demo ](https://face-recognition.taipy.cloud/) + +2. Access your webcam through the Taipy frontend component. + +3. Observe as Taipy's integration with OpenCV detects and recognizes faces in the video stream + in real-time. + +# Conclusion +Face recognition is a powerful technology with many uses, and Taipy's Face Recognition demo is +here to demonstrate what it can do. Whether trying out custom user interface features or using +real-time face detection and recognition, Taipy lets you tap into the power of AI and computer +vision. + +Ready to explore the future of face recognition? Visit Taipy's Face Recognition demo page today +and experience the power of Taipy's real-time capabilities. diff --git a/mkdocs.yml_template b/mkdocs.yml_template index 7e7608537..0fb8dfe94 100644 --- a/mkdocs.yml_template +++ b/mkdocs.yml_template @@ -52,6 +52,7 @@ nav: - "Data Nodes and Tasks": knowledge_base/tutorials/data_nodes.md - "Demos": - knowledge_base/demos/index.md + - "Face Recognition": knowledge_base/demos/face_recognition.md - "Sentiment Analysis": knowledge_base/demos/sentiment_analysis.md - "Tips and tricks": - knowledge_base/tips/index.md From c2a36e851d65211b06a9e9f8b58fb5b2a96e17d0 Mon Sep 17 00:00:00 2001 From: Rym <31435778+RymMichaut@users.noreply.github.com> Date: Mon, 2 Oct 2023 11:59:36 +0200 Subject: [PATCH 12/12] Update face_recognition.md --- docs/knowledge_base/demos/face_recognition.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/docs/knowledge_base/demos/face_recognition.md b/docs/knowledge_base/demos/face_recognition.md index 177a823d8..654a2b6ac 100644 --- a/docs/knowledge_base/demos/face_recognition.md +++ b/docs/knowledge_base/demos/face_recognition.md @@ -1,5 +1,5 @@ Welcome to Taipy's Face Recognition demonstration, where we showcase the remarkable abilities of -our AI-powered platform. In this demo, we will delve into the description and functionality of +our platform. In this demo, we will delve into the description and functionality of our Face Recognition demo, demonstrating how you can utilize Taipy's potential for real-time face detection and recognition. @@ -12,7 +12,7 @@ webcam and conduct real-time face detection. # The Face Recognition Demo ## Real-time Face Detection -Our Face Recognition demo provides real-time face detection capabilities, thanks to the robust +Our Face Recognition demo provides real-time face detection capabilities thanks to the robust OpenCV library. Through Taipy's user-friendly GUI component, users can activate their webcam to capture video. The system subsequently processes this video stream, promptly identifying and outlining faces as they appear. This feature is highly valuable for numerous applications, such @@ -30,10 +30,11 @@ This application demonstrates two critical aspects: accurately and efficiently in real-time scenarios. ## Powered by Taipy -The Face Recognition demo serves as a prime example of the synergy between Taipy's AI -capabilities and OpenCV's image processing expertise. OpenCV's ability to analyze visual data -enhances Taipy's advanced text data comprehension. This collaboration creates a potent -combination, opening up numerous opportunities for developers and businesses to explore. +The Face Recognition demo perfectly exemplifies the powerful synergy between Taipy and OpenCV. +Taipy's role in delivering AI results, combined with OpenCV's expertise in image processing and analysis, +results in a dynamic partnership that unlocks a myriad of possibilities for developers and businesses alike. +This collaboration harnesses the strengths of both technologies, +offering a comprehensive solution for visual data analysis. # How to Use Taipy for Face Recognition To experience real-time face detection and recognition using Taipy's GUI component, follow these