This document provides an overview of Gradio, an open-source Python library for building machine learning demos and web applications. It discusses key features of Gradio like customizable input/output components, real-time feedback, and support for popular machine learning frameworks. The document also covers installing Gradio, setting up a development environment, integrating models, and deploying applications. Additional topics include handling errors, scaling applications, and the Gradio API.
This ppt discusses the history of both the operating systems & compares both of them in terms of Kernel, memory management, GUI and application support.
This document discusses several popular Linux distributions: Ubuntu, Linux Mint, Debian, Fedora, Red Hat, and SUSE. It notes that Ubuntu and Linux Mint are well known for desktop use and include media codecs and automatic updates. Debian has been in use since 1993 and forms the base for many other distributions. Fedora features easy graphics driver installation and bleeding edge software. Red Hat is one of the earliest players and is focused on business use. SUSE was purchased by Novell in 2003. The document concludes that the best distribution depends on the user's needs.
The document provides an overview of Android's multimedia framework. It discusses the architecture basics, including the display core, multimedia architecture, app development model, kernel drivers, HAL definitions and modules, system services like Stagefright, relevant apps, and references. The display core section specifically describes the display hardware, stack, kernel driver, HAL definition and module, SurfaceFlinger, and WindowManager.
Speaker: Eric Spencer, IBM Software Engineer, iNotes Development
Learn how you can customize IBM iNotes and SmartCloud Notes web to adapt your corporate look and feel, modify the available functional areas, and add new capabilities. See the improvements made in recent releases, which allow for easier customization and greater tolerance during the upgrade process. I’ll step through examples, such as modifying the items on the action bar. With some HTML and JavaScript skills you can easily extend your IBM iNotes or SmartCloud Notes web mail client to make it your own!
Git is a version control system for tracking changes in computer files and coordinating work on those files among multiple people.
This PPT describes most used commands.
ONOS provides the control plane for software-defined networks, managing network components and running applications. It can run distributed across servers for high availability and scalability. The document introduces ONOS and its architecture, and provides steps to install ONOS, run it with Mininet, and interact with its REST API. Key applications like reactive forwarding are demonstrated.
Chrome OS is an operating system developed by Google that is based on the Linux kernel. It is designed to be lightweight and run web applications from the cloud. Some key points:
- Chrome OS focuses on web-based applications and stores all data in the cloud rather than locally. This allows it to boot very quickly and be secure since losing the physical device does not mean losing data.
- The interface is web-based and integrates with Google services. Applications can be accessed through the Google Chrome Web Store.
- It is open source and designed to be low cost to run on low-powered hardware like netbooks given its lightweight and cloud-focused nature. Regular updates also keep it secure.
IPFS is a protocol designed to create a permanent and decentralized method of storing and sharing files faster, safer and more openly. It aims to replace HTTP and build a better web for all. IPFS uses a fully distributed network where each client acts as both client and server. It allows for distributing high volumes of data with high efficiency unlike HTTP which downloads from a single source. Any data structure can be represented as a directed acyclic graph (DAG) in IPFS.
This ppt discusses the history of both the operating systems & compares both of them in terms of Kernel, memory management, GUI and application support.
This document discusses several popular Linux distributions: Ubuntu, Linux Mint, Debian, Fedora, Red Hat, and SUSE. It notes that Ubuntu and Linux Mint are well known for desktop use and include media codecs and automatic updates. Debian has been in use since 1993 and forms the base for many other distributions. Fedora features easy graphics driver installation and bleeding edge software. Red Hat is one of the earliest players and is focused on business use. SUSE was purchased by Novell in 2003. The document concludes that the best distribution depends on the user's needs.
The document provides an overview of Android's multimedia framework. It discusses the architecture basics, including the display core, multimedia architecture, app development model, kernel drivers, HAL definitions and modules, system services like Stagefright, relevant apps, and references. The display core section specifically describes the display hardware, stack, kernel driver, HAL definition and module, SurfaceFlinger, and WindowManager.
Speaker: Eric Spencer, IBM Software Engineer, iNotes Development
Learn how you can customize IBM iNotes and SmartCloud Notes web to adapt your corporate look and feel, modify the available functional areas, and add new capabilities. See the improvements made in recent releases, which allow for easier customization and greater tolerance during the upgrade process. I’ll step through examples, such as modifying the items on the action bar. With some HTML and JavaScript skills you can easily extend your IBM iNotes or SmartCloud Notes web mail client to make it your own!
Git is a version control system for tracking changes in computer files and coordinating work on those files among multiple people.
This PPT describes most used commands.
ONOS provides the control plane for software-defined networks, managing network components and running applications. It can run distributed across servers for high availability and scalability. The document introduces ONOS and its architecture, and provides steps to install ONOS, run it with Mininet, and interact with its REST API. Key applications like reactive forwarding are demonstrated.
Chrome OS is an operating system developed by Google that is based on the Linux kernel. It is designed to be lightweight and run web applications from the cloud. Some key points:
- Chrome OS focuses on web-based applications and stores all data in the cloud rather than locally. This allows it to boot very quickly and be secure since losing the physical device does not mean losing data.
- The interface is web-based and integrates with Google services. Applications can be accessed through the Google Chrome Web Store.
- It is open source and designed to be low cost to run on low-powered hardware like netbooks given its lightweight and cloud-focused nature. Regular updates also keep it secure.
IPFS is a protocol designed to create a permanent and decentralized method of storing and sharing files faster, safer and more openly. It aims to replace HTTP and build a better web for all. IPFS uses a fully distributed network where each client acts as both client and server. It allows for distributing high volumes of data with high efficiency unlike HTTP which downloads from a single source. Any data structure can be represented as a directed acyclic graph (DAG) in IPFS.
This document provides an overview of version control systems, including their benefits and basic functions. Version control systems allow recording changes to files over time, allowing users to recall specific file versions. They offer advantages like backup and restoration of files, synchronization across multiple computers, and facilitating collaboration on teams. The document defines common version control terms and best practices for users.
Basic of and Unix and Command. More presentation you can find on www.scmGalaxy.com.
scmGalaxy.com is dedicated to software configuration, build and Release management. This covers CVS, VSS (Visual Source Safe),Perforce, SVN(Subversion) MKS Integrity, ClearCase,TFS,CM Synergy, Best Practices ,AnthillPro, Apache Ant, Maven, Bamboo, Cruise Control and many more tools.
This document provides guidance for Linux administration practicals, including:
- An index of 17 practical topics ranging from basic Linux commands to configuring mail services.
- Detailed instructions for Practical 1 on basic commands like cat, mkdir, cp, and editors like vi. It provides an example directory and file structure to create.
- An overview of Practical 2 on installing Red Hat Linux, including selecting installation options and partitioning the hard drive to make space.
- Descriptions of changing file permissions using both binary and symbolic modes with chmod, and decoding permission codes from the ls command.
- An explanation of the different modes in the vi editor like command, insert, and ex modes,
This document contains the requirement specification and design for a chat application. It includes use case diagrams and tables describing the authentication system, contacts form, chat form, maintenance, and monitoring features. It also includes activity diagrams, class diagrams, entity relationship diagrams, and sequence diagrams modeling the application's functionality and architecture. The data flow diagrams show the high-level data flows and data transformation processes within the chat application.
This document provides information about the VLC media player software. It discusses that VLC is a free and open source media player that supports all major platforms and over 48 languages. The document outlines some of VLC's key features, such as supporting 4K video, numerous video effects like adjustments and cropping, and the ability to record webcam video. It also discusses VLC's advantages like being free of ads, spyware and user tracking while remaining fast and reliable. The document includes a graph comparing VLC to other media players and covers VLC's SWOT analysis.
The document discusses the UNIX operating system. It describes UNIX as a stable, multi-user operating system developed in the 1960s for servers, desktops, and laptops. The UNIX operating system consists of three main parts: the kernel, the shell, and programs. The kernel allocates resources and handles processes and communications, while the shell acts as an interface between the user and kernel. There are various versions of UNIX that share common features.
Android is an open source software platform for mobile devices based on the Linux kernel. It includes APIs for app development, core applications like email and maps, and services like notifications and activity management. At its core are the Dalvik virtual machine, C/C++ libraries, and underlying Linux system functionality that allow Android to run efficiently on various hardware configurations and platforms.
This document provides an overview of open source software for libraries. It defines open source as software with source code that is freely available and can be modified. Open source software has advantages like lower costs, customizability, and not depending on a single vendor for support. However, it also has disadvantages like a learning curve and lack of financial incentives for development. The document discusses several examples of open source software, operating systems, and programming languages. It also outlines criteria for open source and how the open source development model works. Overall, the document argues that while open source poses some challenges, it aligns well with library values and a pragmatic approach can help libraries benefit from open source options.
OpenGLES - Graphics Programming in Android Arvind Devaraj
The document discusses graphics programming in OpenGLES. It provides an overview of OpenGLES including that it renders 3D geometry using triangles and the graphics pipeline. It describes transformations, lighting, texturing, shaders and other OpenGLES concepts. It also discusses OpenGL ES on Android platforms including the activity, renderer and drawing triangles.
The document discusses various file formats for different types of digital media. It describes audio, video, and image file formats. For audio formats, it discusses MP3, WAV, WMA, and Ogg formats. For video formats, it covers AVI, WMV, MOV, and MP4. For images, it summarizes JPG, TIF, GIF, and PNG formats. It provides details on each format such as how they are compressed, supported file extensions and applications, and strengths and limitations.
What is new in Notes & Domino Deleopment V10.xUlrich Krause
Slides for my siession at DNUG46 in Essen, Germany. 04.-05-MAY-2019.
The session was all about the new classes added in V10.x of Notes/Domino. FP2 changes are included.
BSD is an open source Unix operating system first released in 1977 at the University of California, Berkeley. It has been considered a branch of Unix and its latest release was 4.4-BSDLite2 in 1995. BSD has been the base for many other operating systems. FreeBSD is a descendant of BSD that was first released in 1993 and aims for maximum performance, with its latest version being 10.2 released in 2015. It can be used for desktops, servers, and embedded systems. OpenBSD is another BSD descendant focused on security, with its latest version being 5.8 from 2015.
Android Studio is a platform where you can create your own android based application for android based devices.
This presentation will show you the step by step procedure for downloading Android Studio, installing Android Studio, managing settings of Android Studio and creating new project in Android Studio
Embedded Android system development workshop is focused on integrating new device with Android framework. Our hands-on approach makes Emertxe as the best institute to learn android system development training. This workshop deep dives into Android porting, Android Hardware Abstraction Layer (HAL), Android Services and Linux device driver ecosystem. This workshop based training program will enable you to efficiently integrate new hardware with Android HAL / Framework.
Android Things is the latest attempt from Google to connect the dots between the cloud and devices by introducing an OS that is exclusively built for IoT devices. Initially announced as project Brillo, Android Things helps developers to build devices faster and enable them integrate with cloud services. This presentation traces the architectural aspects of Android Things by connecting it back with Embedded Linux, Embedded Android and Brillo.
This document discusses the evolution of high-speed client interfaces, including 100G and emerging 400G interfaces. It provides details on current and upcoming interface types for both telecom and data center applications. Key interface technologies discussed include 100GBASE-LR4, PSM4, CWDM4, and emerging 400G interfaces using higher order modulation and forward error correction. The document also covers pluggable form factors like CFP2 and QSFP28 and their role in enabling dense 100G and 400G connectivity.
This document discusses the Android multimedia framework on Jelly Bean. It provides an introduction to OpenMAX and describes the simple stack architecture including the developer API, event handler, surface holder, StageFright, OpenMAX interface, and software/hardware codecs. It explains the workflows and sequence flows for playing a media file, including setting the data source, preparing to play, and starting playback. Finally, it covers the synchronization architecture and flow of StageFright.
This document provides an overview of Linux history and features. It discusses that Unix was developed in 1969 at Bell Labs and led to various variants. Linux was developed in 1991 by Linus Torvalds as an open source clone of Unix. It discusses some popular Linux distributions like Red Hat, Ubuntu, Debian etc. It then covers basic Linux commands, text editors like Vi and Emacs, available software packages, user management and how to setup a basic web server. It encourages computer engineers to learn Linux as most professional applications and tools are available on Linux platforms.
› Django is a Python-based web framework that allows for rapid development of web applications. It handles common tasks like database abstraction, forms, sessions, site maps, and administration interfaces out of the box. Django emphasizes reusability and modularity through reusable apps and a MTV (model-template-view) pattern that encourages DRY (Don't Repeat Yourself) principles. Popular sites like Instagram and Pinterest use Django for its flexibility and productivity.
Over the past 1.5 years LinkedIn has been using {py}gradle successfully on over 800 projects. LinkedIn plans to open source {py}gradle after removing LinkedIn-specific code with no major version changes. When open sourced, LinkedIn will also present plans for version 1.0 and beyond.
This document provides an overview of version control systems, including their benefits and basic functions. Version control systems allow recording changes to files over time, allowing users to recall specific file versions. They offer advantages like backup and restoration of files, synchronization across multiple computers, and facilitating collaboration on teams. The document defines common version control terms and best practices for users.
Basic of and Unix and Command. More presentation you can find on www.scmGalaxy.com.
scmGalaxy.com is dedicated to software configuration, build and Release management. This covers CVS, VSS (Visual Source Safe),Perforce, SVN(Subversion) MKS Integrity, ClearCase,TFS,CM Synergy, Best Practices ,AnthillPro, Apache Ant, Maven, Bamboo, Cruise Control and many more tools.
This document provides guidance for Linux administration practicals, including:
- An index of 17 practical topics ranging from basic Linux commands to configuring mail services.
- Detailed instructions for Practical 1 on basic commands like cat, mkdir, cp, and editors like vi. It provides an example directory and file structure to create.
- An overview of Practical 2 on installing Red Hat Linux, including selecting installation options and partitioning the hard drive to make space.
- Descriptions of changing file permissions using both binary and symbolic modes with chmod, and decoding permission codes from the ls command.
- An explanation of the different modes in the vi editor like command, insert, and ex modes,
This document contains the requirement specification and design for a chat application. It includes use case diagrams and tables describing the authentication system, contacts form, chat form, maintenance, and monitoring features. It also includes activity diagrams, class diagrams, entity relationship diagrams, and sequence diagrams modeling the application's functionality and architecture. The data flow diagrams show the high-level data flows and data transformation processes within the chat application.
This document provides information about the VLC media player software. It discusses that VLC is a free and open source media player that supports all major platforms and over 48 languages. The document outlines some of VLC's key features, such as supporting 4K video, numerous video effects like adjustments and cropping, and the ability to record webcam video. It also discusses VLC's advantages like being free of ads, spyware and user tracking while remaining fast and reliable. The document includes a graph comparing VLC to other media players and covers VLC's SWOT analysis.
The document discusses the UNIX operating system. It describes UNIX as a stable, multi-user operating system developed in the 1960s for servers, desktops, and laptops. The UNIX operating system consists of three main parts: the kernel, the shell, and programs. The kernel allocates resources and handles processes and communications, while the shell acts as an interface between the user and kernel. There are various versions of UNIX that share common features.
Android is an open source software platform for mobile devices based on the Linux kernel. It includes APIs for app development, core applications like email and maps, and services like notifications and activity management. At its core are the Dalvik virtual machine, C/C++ libraries, and underlying Linux system functionality that allow Android to run efficiently on various hardware configurations and platforms.
This document provides an overview of open source software for libraries. It defines open source as software with source code that is freely available and can be modified. Open source software has advantages like lower costs, customizability, and not depending on a single vendor for support. However, it also has disadvantages like a learning curve and lack of financial incentives for development. The document discusses several examples of open source software, operating systems, and programming languages. It also outlines criteria for open source and how the open source development model works. Overall, the document argues that while open source poses some challenges, it aligns well with library values and a pragmatic approach can help libraries benefit from open source options.
OpenGLES - Graphics Programming in Android Arvind Devaraj
The document discusses graphics programming in OpenGLES. It provides an overview of OpenGLES including that it renders 3D geometry using triangles and the graphics pipeline. It describes transformations, lighting, texturing, shaders and other OpenGLES concepts. It also discusses OpenGL ES on Android platforms including the activity, renderer and drawing triangles.
The document discusses various file formats for different types of digital media. It describes audio, video, and image file formats. For audio formats, it discusses MP3, WAV, WMA, and Ogg formats. For video formats, it covers AVI, WMV, MOV, and MP4. For images, it summarizes JPG, TIF, GIF, and PNG formats. It provides details on each format such as how they are compressed, supported file extensions and applications, and strengths and limitations.
What is new in Notes & Domino Deleopment V10.xUlrich Krause
Slides for my siession at DNUG46 in Essen, Germany. 04.-05-MAY-2019.
The session was all about the new classes added in V10.x of Notes/Domino. FP2 changes are included.
BSD is an open source Unix operating system first released in 1977 at the University of California, Berkeley. It has been considered a branch of Unix and its latest release was 4.4-BSDLite2 in 1995. BSD has been the base for many other operating systems. FreeBSD is a descendant of BSD that was first released in 1993 and aims for maximum performance, with its latest version being 10.2 released in 2015. It can be used for desktops, servers, and embedded systems. OpenBSD is another BSD descendant focused on security, with its latest version being 5.8 from 2015.
Android Studio is a platform where you can create your own android based application for android based devices.
This presentation will show you the step by step procedure for downloading Android Studio, installing Android Studio, managing settings of Android Studio and creating new project in Android Studio
Embedded Android system development workshop is focused on integrating new device with Android framework. Our hands-on approach makes Emertxe as the best institute to learn android system development training. This workshop deep dives into Android porting, Android Hardware Abstraction Layer (HAL), Android Services and Linux device driver ecosystem. This workshop based training program will enable you to efficiently integrate new hardware with Android HAL / Framework.
Android Things is the latest attempt from Google to connect the dots between the cloud and devices by introducing an OS that is exclusively built for IoT devices. Initially announced as project Brillo, Android Things helps developers to build devices faster and enable them integrate with cloud services. This presentation traces the architectural aspects of Android Things by connecting it back with Embedded Linux, Embedded Android and Brillo.
This document discusses the evolution of high-speed client interfaces, including 100G and emerging 400G interfaces. It provides details on current and upcoming interface types for both telecom and data center applications. Key interface technologies discussed include 100GBASE-LR4, PSM4, CWDM4, and emerging 400G interfaces using higher order modulation and forward error correction. The document also covers pluggable form factors like CFP2 and QSFP28 and their role in enabling dense 100G and 400G connectivity.
This document discusses the Android multimedia framework on Jelly Bean. It provides an introduction to OpenMAX and describes the simple stack architecture including the developer API, event handler, surface holder, StageFright, OpenMAX interface, and software/hardware codecs. It explains the workflows and sequence flows for playing a media file, including setting the data source, preparing to play, and starting playback. Finally, it covers the synchronization architecture and flow of StageFright.
This document provides an overview of Linux history and features. It discusses that Unix was developed in 1969 at Bell Labs and led to various variants. Linux was developed in 1991 by Linus Torvalds as an open source clone of Unix. It discusses some popular Linux distributions like Red Hat, Ubuntu, Debian etc. It then covers basic Linux commands, text editors like Vi and Emacs, available software packages, user management and how to setup a basic web server. It encourages computer engineers to learn Linux as most professional applications and tools are available on Linux platforms.
› Django is a Python-based web framework that allows for rapid development of web applications. It handles common tasks like database abstraction, forms, sessions, site maps, and administration interfaces out of the box. Django emphasizes reusability and modularity through reusable apps and a MTV (model-template-view) pattern that encourages DRY (Don't Repeat Yourself) principles. Popular sites like Instagram and Pinterest use Django for its flexibility and productivity.
Over the past 1.5 years LinkedIn has been using {py}gradle successfully on over 800 projects. LinkedIn plans to open source {py}gradle after removing LinkedIn-specific code with no major version changes. When open sourced, LinkedIn will also present plans for version 1.0 and beyond.
Learn Django Tips, Tricks & Techniques for DevelopersMars Devs
Django is a free, open-source Python framework meant to make back-end development easier. It allows developers to design complex, secure, and scalable apps swiftly. So, you have chosen to learn Python or Django You may be already familiar with the language and framework So, MarsDevs presents you with some Django tips and tricks that a beginner developer like you should know! Let’s dig in.
Click here to know more: https://www.marsdevs.com/blogs/learn-django-tips-tricks-techniques-for-developers
Exploring Google (Cloud) APIs & Cloud Computing overviewwesley chun
This is a 100-minute tech talk designed for developers to give a comprehensive overview of using Google APIs, primarily those from Google Cloud (G Suite and Google Cloud Platform)
Top 25+ .Net development tools for intelligent business solutions - AppsDevProSofiaCarter4
Discover the strength of the top 25+. Tools for web development that are aimed at advancing intelligent business solutions. To take your projects to new levels of success, unlock a world of improved productivity, seamless integration, and optimised processes.
This document summarizes a 14-day internship using the Django web framework to build an electronics marketplace application called GRABYOURGADGETS. The intern learned how to use Django, PyCharm, and various databases to create models, register apps, and add features like user profiles, products, reviews, and purchases. Testing showed the application could be used to buy, sell, or rent electronics. The intern gained experience building a full-stack project with Django.
- The document describes a 14-day internship where the author learned Django web framework and created a project called "GRABYOURGADGETS" to buy, sell, and rent electronics products.
- The project allows for multiple users and products, and uses tools like PyCharm, Python, and Django. Models were created for users, products, reviews, companies and other data.
- Throughout the internship the author learned Django concepts, created the project structure and apps, configured the database, added models and registered them in the admin page, and tested functionality. It provided valuable experience working on projects.
Visual Studio 2019 includes new features like Live Share for real-time collaboration, IntelliCode for AI-assisted coding, and improvements to debugging and tooling. It also improved support for .NET development, including new code fixes and refactoring options. Visual Studio 2019 supports development for Azure, Azure DevOps, GitHub, containers, and microservices. New capabilities were also added for mobile development with Xamarin, Python, and machine learning using ML.NET.
Flutter and Firebase: A Powerful Combination for App Development
Flutter is a popular open-source framework for building beautiful and user-friendly mobile, web, desktop, and embedded applications from a single codebase. It's known for its:
Expressive UI: Declarative approach for building UIs that are easy to understand and maintain.
Fast Development: Hot reload allows you to see changes in your app almost instantly, leading to faster development cycles.
Cross-platform: Write code once and deploy to multiple platforms (Android, iOS, Web, etc.) with minimal platform-specific code.
Firebase is a Backend-as-a-Service (BaaS) platform developed by Google. It provides a suite of tools and services to simplify the backend development of mobile and web applications. Some key features of Firebase include:
Authentication: Easy integration of user authentication methods like email/password, social logins, and phone number authentication.
Database: Cloud-hosted databases like Realtime Database and Firestore for storing and syncing app data.
Storage: Cloud Storage for storing and managing user-generated content like images, videos, and audio files.
Analytics: Track user engagement and app usage to understand how users interact with your app.
Crashlytics: Automatically report crashes and exceptions to identify and fix bugs in your app.
Cloud Functions: Serverless functions that respond to events triggered by your app or other Firebase services.
Dirigible powered by Orion for Cloud Development (EclipseCon EU 2015)Nedelcho Delchev
This BoF is focused on one of the development models "In-System Programming", that can be used in combination with cloud platforms. It leverages also content-centric architectural style by using centralised repository, dynamic languages and multi-container runtime.
The main goal is achieving the shortest development turn-around time ever.
En los últimos años vimos grandes cambios en Android.
Empezando por Android Studio, dejando de lado Eclipse e incorporando Gradle. Luego el lanzamiento de Android 5 Lollipop, presentando el concepto de Material Design y por último, la incorporación de Android Wear, Auto y TV.
Son muchos cambios en poco tiempo, es por eso que necesitamos mejorar el proceso de desarrollo, incorporando las últimas tecnologías pero sin descuidar la calidad del producto.
En esta charla veremos algunas buenas prácticas para asegurar una aplicación de gran calidad.
This document provides an overview of Django, a popular Python web framework. It discusses key features of Django including its MVT architecture, ORM, admin interface, and template system. It also covers common Django practices like project structure, apps, settings, models, views, URLs, forms, and using the Django REST framework to build APIs. Major sections include installation, configuration, building models, views, templates, and forms.
The document introduces the Pyramid web framework tutorial. It will cover installing Pyramid, writing a simple Twitter clone application in stages, and answering questions. The teacher will be Carlos de la Guardia, a Pyramid contributor. Attendees should be familiar with web development and Python.
What is Full Stack with Django and how to start learning It.docxTechnogeeks
Full Stack with Django combines backend development using Django with frontend technologies like HTML, CSS, and JavaScript. Beginners should focus on Python basics, delve into web development fundamentals, and explore Django specifics for hands-on learning and project building.
Introduction to Cloud Computing with Google Cloudwesley chun
This is a 20-30 minute technical talk introducing developers to cloud computing including an overview of Google Cloud computing products. There is a special focus on serverless tools as a convenient way for developers to run code. The talk ends with several inspirational apps showcasing what is possible with Google Cloud tools meant to plant a seed as to consider what is possible.
The document discusses developing curator tool wizards for GRIN-Global. It provides an agenda that includes general aspects of wizards, the GRIN-Global platform architecture for the curator tool and wizards, how to create and deploy a new wizard, and panels for wizards in the curator tool. It also discusses license terms, downloading and running the curator tool source code, CIP wizards, requirements for creating GRIN-Global wizards, and how to create a welcome and list comparison wizard.
Sanjay Rathore presents an introduction to the Django web framework. He discusses key features of Django including rapid development, security, and scalability. He outlines the MVT (Model View Template) architecture, describing the roles of each component. He also demonstrates how to install Django, set up a virtual environment, and build a basic MVT application with URL routing and templates. Pros of Django include its Python-based code, database management, and security, while cons are its potential heaviness for small projects.
The latest release of Weave GitOps Enterprise focuses on improving the developer experience and productivity when deploying and operating applications on Kubernetes. The 2023.04 release features allow platform teams to empower dev teams to roll-out and manage their own applications with a high-degree of trust, verification, cost management, and more.
Weave GitOps Enterprise is the leading GitOps platform for Enterprise Kubernetes featuring CD, progressive delivery, self service and security. Scale in the cloud, on premise and at the edge.
Join us on April 26, at 10am PT where we’ll do a live demo of Weave GitOps Enterprise 2023.04:
Trusted Delivery Pipelines—promote applications reliably with a fully automated release pipeline - just Git push!
GitOps Templates—set the foundation for self-service workflows such as service definitions, pipeline creation, building clusters on demand and more.
GitOps Sets—stop editing 100s of files, a single command can now generate environment and cluster-specific config for multiple infrastructure environments.
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LAND USE LAND COVER AND NDVI OF MIRZAPUR DISTRICT, UPRAHUL
This Dissertation explores the particular circumstances of Mirzapur, a region located in the
core of India. Mirzapur, with its varied terrains and abundant biodiversity, offers an optimal
environment for investigating the changes in vegetation cover dynamics. Our study utilizes
advanced technologies such as GIS (Geographic Information Systems) and Remote sensing to
analyze the transformations that have taken place over the course of a decade.
The complex relationship between human activities and the environment has been the focus
of extensive research and worry. As the global community grapples with swift urbanization,
population expansion, and economic progress, the effects on natural ecosystems are becoming
more evident. A crucial element of this impact is the alteration of vegetation cover, which plays a
significant role in maintaining the ecological equilibrium of our planet.Land serves as the foundation for all human activities and provides the necessary materials for
these activities. As the most crucial natural resource, its utilization by humans results in different
'Land uses,' which are determined by both human activities and the physical characteristics of the
land.
The utilization of land is impacted by human needs and environmental factors. In countries
like India, rapid population growth and the emphasis on extensive resource exploitation can lead
to significant land degradation, adversely affecting the region's land cover.
Therefore, human intervention has significantly influenced land use patterns over many
centuries, evolving its structure over time and space. In the present era, these changes have
accelerated due to factors such as agriculture and urbanization. Information regarding land use and
cover is essential for various planning and management tasks related to the Earth's surface,
providing crucial environmental data for scientific, resource management, policy purposes, and
diverse human activities.
Accurate understanding of land use and cover is imperative for the development planning
of any area. Consequently, a wide range of professionals, including earth system scientists, land
and water managers, and urban planners, are interested in obtaining data on land use and cover
changes, conversion trends, and other related patterns. The spatial dimensions of land use and
cover support policymakers and scientists in making well-informed decisions, as alterations in
these patterns indicate shifts in economic and social conditions. Monitoring such changes with the
help of Advanced technologies like Remote Sensing and Geographic Information Systems is
crucial for coordinated efforts across different administrative levels. Advanced technologies like
Remote Sensing and Geographic Information Systems
9
Changes in vegetation cover refer to variations in the distribution, composition, and overall
structure of plant communities across different temporal and spatial scales. These changes can
occur natural.
How to Setup Warehouse & Location in Odoo 17 InventoryCeline George
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
How to Make a Field Mandatory in Odoo 17Celine George
In Odoo, making a field required can be done through both Python code and XML views. When you set the required attribute to True in Python code, it makes the field required across all views where it's used. Conversely, when you set the required attribute in XML views, it makes the field required only in the context of that particular view.
it describes the bony anatomy including the femoral head , acetabulum, labrum . also discusses the capsule , ligaments . muscle that act on the hip joint and the range of motion are outlined. factors affecting hip joint stability and weight transmission through the joint are summarized.
3. 01
Introduction to GUI libraries in PYTHON
❑ Tkinter
❑ PyQt
❑ PySide
❑ wxPython
❑ Kivy
02
Introduction to Gradio library
❑ What is Gradio?
❑ Why use Gradio?
❑ Features of Gradio
03 Installation and Setup
❑ Installing Gradio
❑ Setting up a development environment
04 Building Interactive Interfaces
❑ Creating input/output components
❑ Using custom components
❑ Adding styling and layout
Table of
Content
1
4. 05
Connecting Models to Gradio
❑ Integrating machine learning models
❑ Working with different model types
❑ Handling model inputs and outputs
06
Deploying Gradio Applications
❑ Hosting on local and remote servers
❑ Using cloud deployment platforms
❑ Best practices for deployment
07 Advanced Topics
❑ Handling errors and debugging
❑ Scaling Gradio applications
❑ Working with Gradio API
08 Conclusion and Resources
❑ Recap of Gradio features and benefits
❑ Additional resources and documentation
Table of
Content
2
5. What is a GUI?
A GUI or a graphical user interface is an interactive
environment to take responses from users on various
situations such as forms, documents, tests, etc. It provides
the user with a good interactive screen than a traditional
Command Line Interface (CLI).
6. What is Tkinter used for ?
Another GUI framework is called Tkinter. Tkinter is one of the most
popular Python GUI libraries for developing desktop applications. It’s a
combination of the TK and python standard GUI framework.
Tkinter provides diverse widgets such as labels, buttons, textboxes,
checkboxes that are used in a graphical user interface application.
import tkinter as tk
window = tk.Tk()
Tkinter
7. What is QT used for ?
PyQT5 is a graphical user interface (GUI) framework for
Python. It is very popular among developers and the GUI can
be created by coding or a QT designer. A QT Development
framework is a visual framework that allows drag and drop of
widgets to build user interfaces.
pip install pyqt5
import PyQt5
>>> import sys
>>> from PyQt5.QtWidgets import QApplication, QWidget
>>> app=QApplication(sys.argv)
>>> root=QWidget()
>>> root.resize(320,240)
>>> root.setWindowTitle('Hello, world!')
>>> root.show()
PyQT5
8. What is PySide used for ?
PySide, also known as Qt for Python, is a Python library for creating GUI
applications using the Qt toolkit. PySide is the official binding for Qt on
Python and is now developed by The Qt Company itself.
import sys
from PySide6.QtCore import QSize, Qt
from PySide6.QtWidgets import QApplication, QMainWindow, QPushButton
class MainWindow(QMainWindow):
def __init__(self):
super().__init__()
self.setWindowTitle("My App")
button = QPushButton("Press Me!")
self.setCentralWidget(button)
app = QApplication(sys.argv)
window = MainWindow()
window.show()
app.exec_()
PySide
9. What is Kivy used for ?
Kivy is an open source, multi-platform application development
framework for Python. It allows us to develop multi-platform
applications on various platforms such as Windows, Linux, Android,
macOS, iOS, and Raspberry Pi.
import kivy
kivy.require('1.10.0')
from kivy.app import App
from kivy.uix.button Label
import
class HelloKivy(App):
def build(self):
return Label(text ="Hello Geeks")
helloKivy = HelloKivy()
helloKivy.run()
Kivy
10. What is wxPython used for?
wxPython is a cross-platform GUI toolkit for the Python programming
language. It allows Python programmers to create programs with a
robust, highly functional graphical user interface, simply and easily.
import wx
app = wx.App()
frm = wx.Frame(None, title="Hello World")
frm.Show()
app.MainLoop() torial/
wxPython
11. Django is a Python web framework designed for building web applications and websites. It follows
the Model-View-Controller (MVC) design pattern and provides tools and structures to facilitate the
development process. It's used to create robust and feature-rich web applications by providing
components like models, views, templates, and URL routing.
Django
While Django and Gradio serve different purposes, they can be used together in certain scenarios. For
example, you could develop a machine learning model using Python, integrate it into a Django web
application, and use Gradio to create an interactive UI for users to interact with the model within the
Django app. This would combine the web development capabilities of Django with the interactive UI-
building capabilities of Gradio to create a comprehensive application.
12. Install Django:
•With the virtual environment activated, run the following command to install
Django:
pip install django
13. What is Gradio?
Gradio
Gradio is an open-source Python library that is used to build machine learning
and data science demos and web applications.
With Gradio, you can quickly create a beautiful user interface around your
machine learning models or data science workflow and let people "try it out" by
dragging-and-dropping in their own images, pasting text, recording their own
voice, and interacting with your demo, all through the browser.
14. Why use Gradio?
Gradio is useful for:
Demoing
your machine learning models for clients/collaborators/users/students.
Deploying
your models quickly with automatic shareable links and getting feedback on model
performance.
Debugging
your model interactively during development using built-in manipulation and interpretation
tools.
15. There are several reasons why you might want to use Gradio:
1. Shareability: Gradio provides an easy way to share your machine learning models and other functions with others,
without requiring them to install any additional software or dependencies. This can be especially useful if you want to
share your models with non-technical users or people who don't have the same development environment as you.
2. Customizable Interface: Gradio allows you to create a custom interface for your model that matches the style and
branding of your application or website. This can help to improve the user experience and make your model more
accessible to a wider audience.
3. Real-time Feedback: Gradio provides real-time feedback on the output of your model, allowing users to see the
results of their input immediately. This can be especially useful for debugging and testing your model.
4. Multi-Framework Support: Gradio supports a wide range of popular machine learning frameworks, including
TensorFlow, PyTorch, and scikit-learn. This means that you can use Gradio with the framework of your choice,
without having to rewrite your code.
5. Multi-Language Support: Gradio supports multiple programming languages, including Python, R, and Julia. This
means that you can use Gradio with the language of your choice, without having to learn a new language or switch to a
different language.
Features of Gradio:
16. pip install gradio
import gradio as gr
def greet(name):
return "Hello " + name + "!"
demo = gr.Interface(fn=greet, inputs="text", outputs="text")
demo.launch()
Installing Gradio:
17. Setting up a development environment Gradio
#1-Create a new virtual environment (recommended):
python -m venv gradio-env
❑ To set up a development environment for Gradio, you will need to have
Python 3.8 or later installed on your computer. Here are the steps to set up a
development environment for Gradio:
Activate the virtual environment:
• On Windows:
gradio-envScriptsactivate.bat
18. Hugging Face provides a wide range of pre-trained models for various NLP tasks,
including sentiment analysis, text classification, machine translation, and more.
These models are available in popular architectures such as BERT, GPT,
RoBERTa, and others. Hugging Face also offers a convenient Python library
called "transformers" that allows you to easily load, use, and fine-tune these pre-
trained models.
On the other hand, Gradio is a user interface library for ML models. It enables you
to quickly create and deploy web-based interfaces for your ML models, including
NLP models. Gradio simplifies the process of building interactive interfaces,
allowing users to interact with your models by entering text, making selections,
and visualizing the results.
By combining Hugging Face and Gradio, you can build powerful NLP
applications with user-friendly interfaces. For example, you can use a pre-trained
sentiment analysis model from Hugging Face and create a Gradio interface where
users can input text and instantly see the sentiment analysis results.
Hugging Face And Gradio
19. Recap of Gradio features and benefits
Features:
Customizable input and output forms:
Users can create custom forms for their models, allowing them to accept a wide range of inputs, including
images, text, and other data types.
Real-time feedback:
Gradio provides real-time feedback on the output of the model, allowing users to see the results of their input
immediately.
Customizable UI:
The Gradio interface can be customized to match the style and branding of the user's application or website.
Shareable:
Gradio provides a simple way to share models with others, without requiring any additional software or
dependencies.
Multi-Framework Support:
Gradio supports a wide range of popular machine learning frameworks, including TensorFlow, PyTorch, and
scikit-learn.
Multi-Language Support:
Gradio supports multiple programming languages, including Python, R, and Julia.
Collaboration:
Gradio allows multiple users to collaborate on a shared model, allowing them to work together to improve
the model's performance or create new models from scratch.
20. Recap of Gradio features and benefits
Benefits:
Ease of use:
Gradio provides an easy-to-use interface for creating web-based interfaces for machine learning models and other
functions.
Customizability:
Gradio allows users to create custom interfaces that match the specific needs of their application or website.
Shareability:
Gradio provides a simple way to share models with others, without requiring any additional software or
dependencies.
Real-time feedback:
Gradio provides real-time feedback on the output of the model, allowing users to see the results of their input
immediately.
Multi-Framework Support:
Gradio supports a wide range of popular machine learning frameworks, allowing users to use the framework of
their choice.
Multi-Language Support:
Gradio supports multiple programming languages, allowing users to use the language of their choice.
Collaboration:
Gradio allows multiple users to collaborate on a shared model, allowing them to work together to improve the
model's performance or create new models from scratch.
22. ⮚ Gradio Documentation: The official Gradio documentation provides a comprehensive
guide for getting started with Gradio, including tutorials, API reference, and
examples. You can visit the documentation at https://gradio.app/docs/. ↗
⮚ Gradio GitHub Repository: The Gradio GitHub repository contains the source
code for Gradio, including examples, documentation, and issue tracking. You can
visit the repository at https://github.com/gradio-app/gradio. ↗
⮚ Gradio YouTube Channel: The Gradio YouTube channel contains a series of video
tutorials and demos of Gradio features and functionality. You can visit the channel
at https://www.youtube.com/channel/UCdyjiMAZMqyChLxXrSPk7iQ. ↗
Thank You
23. ⮚ Gradio Gitter Community: The Gradio Gitter community provides a forum for developers to ask
questions, share ideas, and discuss issues related to Gradio. You can join the community
at https://gitter.im/gradio-app/community. ↗
⮚ Gradio Blog: The Gradio blog contains articles and tutorials on various topics related to Gradio,
including tips and tricks, use cases, and best practices. You can visit the blog
at https://gradio.app/blog/. ↗