Globose Technology Solutions

Globose Technology Solutions Pvt Ltd (GTS) is an AI data collection company that provides various datasets such as image datasets, video datasets, text datasets, speech datasets, etc., to train machine learning models. They offer premium data collection services with a human touch, aiming to refine AI vision and propel AI forward. With over 25+ years of experience, they specialize in data management, annotation, and effective data collection techniques for AI/ML. The company focuses on unlocking high-quality data, understanding AI's transformative impact, and ensuring data accuracy as the backbone of reliable AI.

Shaip is a human-powered data processing service specializing in AI and ML models. They offer a wide range of services including data collection, annotation, de-identification, and more. Shaip provides high-quality training data for various AI applications, such as healthcare AI, conversational AI, and computer vision. With over 15 years of expertise, Shaip helps organizations unlock critical information from unstructured data, enabling them to achieve better results in their AI initiatives.

Encord is a leading data development platform designed for computer vision and multimodal AI teams. It offers a comprehensive suite of tools to manage, clean, and curate data, streamline labeling and workflow management, and evaluate AI model performance. With features like data indexing, annotation, and active model evaluation, Encord empowers users to accelerate their AI data workflows and build robust models efficiently.

OpenTrain AI is a data labeling marketplace that leverages artificial intelligence to streamline the process of labeling data for machine learning models. It provides a platform where users can crowdsource data labeling tasks to a global community of annotators, ensuring high-quality labeled datasets for training AI algorithms. With advanced AI algorithms and human-in-the-loop validation, OpenTrain AI offers efficient and accurate data labeling services for various industries such as autonomous vehicles, healthcare, and natural language processing.

Cogitotech is an AI tool that specializes in data annotation and labeling expertise. The platform offers a comprehensive suite of services tailored to meet training data needs for computer vision models and AI applications. With a decade-long industry exposure, Cogitotech provides high-quality training data for industries like healthcare, financial services, security, and more. The platform helps minimize biases in AI algorithms and ensures accurate and reliable training data solutions for deploying AI in real-life systems.

Macgence is an AI training data services platform that offers high-quality off-the-shelf structured training data for organizations to build effective AI systems at scale. They provide services such as custom data sourcing, data annotation, data validation, content moderation, and localization. Macgence combines global linguistic, cultural, and technological expertise to create high-quality datasets for AI models, enabling faster time-to-market across the entire model value chain. With more than 5 years of experience, they support and scale AI initiatives of leading global innovators by designing custom data collection programs. Macgence specializes in handling AI training data for text, speech, image, and video data, offering cognitive annotation services to unlock the potential of unstructured textual data.

Innodata Inc. is a global data engineering company that delivers AI-enabled software platforms and managed services for AI data collection/annotation, AI digital transformation, and industry-specific business processes. They provide a full-suite of services and products to power data-centric AI initiatives using artificial intelligence and human expertise. With a 30+ year legacy, they offer the highest quality data and outstanding service to their customers.

Encord is a complete data development platform designed for AI applications, specifically tailored for computer vision and multimodal AI teams. It offers tools to intelligently manage, clean, and curate data, streamline labeling and workflow management, and evaluate model performance. Encord aims to unlock the potential of AI for organizations by simplifying data-centric AI pipelines, enabling the building of better models and deploying high-quality production AI faster.

Tipis AI is an AI assistant for data processing that uses Large Language Models (LLMs) to quickly read and analyze mainstream documents with enhanced precision. It can also generate charts, integrate with a wide range of mainstream databases and data sources, and facilitate seamless collaboration with other team members. Tipis AI is easy to use and requires no configuration.

Sertis is a leading AI solutions provider in Thailand, offering a comprehensive suite of end-to-end solutions encompassing AI, data analytics, data science, and data engineering. Their services include data analytics, predictive analytics, machine learning, data visualization, AI and data science consulting, and big data engineering. Sertis's mission is to help businesses unlock the full potential of their data and drive growth and innovation across multiple industries.

Walter Shields Data Academy is an AI-powered platform offering premium training in SQL, Python, and Excel. With over 200,000 learners, it provides curated courses from bestselling books and LinkedIn Learning. The academy aims to revolutionize data expertise and empower individuals to excel in data analysis and AI technologies.

nventr is an AI platform for predictive automation, offering a suite of products and services powered by predictive analytics. The company focuses on applying new approaches to uncover patterns, extract valuable intelligence, and predict outcomes within vast datasets. nventr solutions support enterprise-grade AI acceleration, intelligent data processing, and digital transformation. The platform, nventr.ai, enables rapid building of AI models and software applications through collaborative tools and cloud-based infrastructure.

Sicara is a data and AI expert platform that helps clients define and implement data strategies, build data platforms, develop data science products, and automate production processes with computer vision. They offer services to improve data performance, accelerate data use cases, integrate generative AI, and support ESG transformation. Sicara collaborates with technology partners to provide tailor-made solutions for data and AI challenges. The platform also features a blog, job offers, and a team of experts dedicated to enhancing productivity and quality in data projects.

PurpleCube.ai is an AI-powered platform that revolutionizes data engineering by unifying, automating, and activating data processes. The platform offers real-time Gen AI assistance to enhance data team productivity, efficiency, and accuracy. PurpleCube.ai empowers data experts to drive business innovation, collaborate seamlessly, and deliver impactful business value through advanced analytics and data engineering capabilities. The platform is trusted by various enterprises globally for its comprehensive metadata management, governance, and generative AI features.

DMLR (Data-centric Machine Learning Research) is an AI tool that focuses on advancing research in data-centric machine learning. It organizes workshops, research retreats, maintains a journal, and runs a working group to support infrastructure projects. The platform covers topics such as data collection, governance, bias, and drifts, as well as data-centric explainable AI and AI alignment. DMLR encourages submissions around the theme of AI for Science, using AI to tackle scientific challenges and accelerate discoveries.

PyAI is an advanced AI tool designed for developers and data scientists to streamline their workflow and enhance productivity. It offers a wide range of AI capabilities, including machine learning algorithms, natural language processing, computer vision, and more. With PyAI, users can easily build, train, and deploy AI models for various applications, such as predictive analytics, image recognition, and text classification. The tool provides a user-friendly interface and comprehensive documentation to support users at every stage of their AI projects.

Segment Anything by Meta AI is an advanced AI model that specializes in image segmentation, allowing users to easily 'cut out' any object in an image with a single click. The model, known as SAM, offers zero-shot generalization to unfamiliar objects and images without the need for additional training. SAM's promptable design enables a wide range of segmentation tasks through input prompts, making it a versatile tool for various applications.

Patee.io is an AI-powered platform that helps businesses automate their data annotation and labeling tasks. With Patee.io, businesses can easily create, manage, and annotate large datasets, which can then be used to train machine learning models. Patee.io offers a variety of features that make it easy to annotate data, including a user-friendly interface, a variety of annotation tools, and the ability to collaborate with others. Patee.io also offers a number of pre-built models that can be used to automate the annotation process, saving businesses time and money.

Cogniroot is an AI-powered platform that helps businesses automate their data annotation and data labeling processes. It provides a suite of tools and services that make it easy for businesses to train their machine learning models with high-quality data. Cogniroot's platform is designed to be scalable, efficient, and cost-effective, making it a valuable tool for businesses of all sizes.

Toloka AI is a data labeling platform that empowers AI development by combining human insight with machine learning models. It offers adaptive AutoML, human-in-the-loop workflows, large language models, and automated data labeling. The platform supports various AI solutions with human input, such as e-commerce services, content moderation, computer vision, and NLP. Toloka AI aims to accelerate machine learning processes by providing high-quality human-labeled data and leveraging the power of the crowd.

Shaip is a human-powered data processing service specializing in AI and ML models. They offer a wide range of services including data collection, annotation, de-identification, and more. Shaip provides high-quality training data for various AI applications, such as healthcare AI, conversational AI, and computer vision. With over 15 years of expertise, Shaip helps organizations unlock critical information from unstructured data, enabling them to achieve better results in their AI initiatives.

Globose Technology Solutions Pvt Ltd (GTS) is an AI data collection company that provides various datasets such as image datasets, video datasets, text datasets, speech datasets, etc., to train machine learning models. They offer premium data collection services with a human touch, aiming to refine AI vision and propel AI forward. With over 25+ years of experience, they specialize in data management, annotation, and effective data collection techniques for AI/ML. The company focuses on unlocking high-quality data, understanding AI's transformative impact, and ensuring data accuracy as the backbone of reliable AI.

Roboflow is an AI tool designed for computer vision tasks, offering a platform that allows users to annotate, train, deploy, and perform inference on models. It provides integrations, ecosystem support, and features like notebooks, autodistillation, and supervision. Roboflow caters to various industries such as aerospace, agriculture, healthcare, finance, and more, with a focus on simplifying the development and deployment of computer vision models.

Taption is an AI tool that specializes in automatically generating transcripts, translations, and subtitles for audio and video content in over 40 languages. It uses cutting-edge AI technology to convert audio or videos into text, create bilingual subtitles videos, provide speakers labeled transcripts for meetings, offer translations for transcripts, and more. Users can register for free to experience the efficiency and convenience of Taption's services.

Mixpeek is a flexible vision understanding infrastructure that allows developers to analyze, search, and understand video and image content. It provides various methods such as scene embedding, face detection, audio transcription, text reading, and activity description. Mixpeek offers integration with data sources, indexing capabilities, and analysis of structured data for building AI-powered applications. The platform enables real-time synchronization, extraction, embedding, fine-tuning, and scaling of models for specific use cases. Mixpeek is designed to be seamlessly integrated into existing stacks, offering a range of integrations and easy-to-use API for developers.

Wavel AI is an advanced AI tool offering best-in-class Text-to-Speech Voice Solutions for Videos and Localization. It provides services such as AI Voice Generator, Text-to-speech with Human Emotions, Voice cloning, Subtitles, Translation, Transcription, Speech To Text, Voice Changer, Video To Shorts conversion, Screen Recorder, Accent Generator, and a variety of Video Tools. The platform supports multiple languages and offers features like script editing, subtitle editing, and localization tools for various multimedia needs.

Robo Translator is an AI-powered translation tool that enables users to easily localize their content into multiple languages. With the latest OpenAI models and Azure-powered text-to-speech technology, Robo Translator offers accurate and efficient translation services for audio, video, and text documents. It simplifies machine translation, closed caption localization, audio transcription, and software localization, making content more accessible to a global audience. The tool also provides secure file uploads and short-lived storage for enhanced privacy.

Fineshare is an all-in-one AI voice creation platform that offers a range of advanced AI tools for voice manipulation, audio editing, and video creation. Users can transform their voices, generate lifelike character voices, clone voices with different speaking styles, transcribe audio to text, create AI song covers, and more. The platform leverages cutting-edge AI technology to simplify the creative process and inspire innovation in sound creation and video production.

Filme is an AI-powered platform offering quality voice, image, and video editing tools. It provides a range of features such as AI voice changer, voice models, soundboard, voice generator, accent generator, text-to-speech in multiple languages, voice cloning, rap generator, speech-to-text transcription, AI music generation, video editing, watermark removal, background modification, and more. The platform caters to various use cases including voice transformation, content creation for social media, gaming, e-learning, and entertainment. Users can access a wide array of AI voices, celebrity voices, and AI music covers to enhance their creative projects.

PlainScribe is a versatile online tool that offers transcription, translation, and summarization services for various media files. Users can effortlessly transcribe their audio and video files, overcome language barriers with translations, and distill key insights through summarization. The platform supports a wide range of file sizes and provides a pay-as-you-go model for cost efficiency. With a focus on privacy and security, PlainScribe automatically deletes user data after 7 days. Additionally, users can benefit from multilingual support, summarized transcripts, and flexible export options like CSV and subtitle formats.

AudioTranscription.ai is a fast, secure, and accurate AI-powered transcription tool for audio and video files. It offers lightning-speed transcriptions, accurate language transcriptions in over 70 languages, speaker identification, and a user-friendly dashboard for easy management. The tool also provides API access for seamless integration and hassle-free transcription services.

Dictanote is a modern notes app with built-in speech-to-text integration, allowing users to voice type notes in over 50 languages. It offers high accuracy transcription, voice commands for punctuation and corrections, and keyboard shortcuts for easy dictation. The application also features Audio Scribe, an AI writing assistant that converts voice notes into summarized text. Dictanote is trusted by over 100,000 users worldwide for its efficiency and productivity enhancement in various fields like writing, journalism, and meetings.

Clickworker GmbH is an AI training data and data management services platform that leverages a global crowd of Clickworkers to generate, validate, and label data for AI systems. The platform offers a range of AI datasets for machine learning, audio, image, and video datasets, as well as services like image annotation, content editing, and creation. Clickworkers participate in projects on a freelance basis, performing micro-tasks to create high-quality training data tailored to the requirements of AI systems. The platform also provides solutions for industries such as AI and data science research, eCommerce, fashion, retail, and digital marketing.

Read AI is an AI-powered application that enhances productivity by generating summaries, transcripts, and highlights for meetings, emails, and messages. It offers features like real-time meeting summaries, smart scheduler, speaker coach insights, and multi-language support. Read AI helps users save time, improve communication, and stay organized across various platforms. With a focus on security and actionable accountability, it aims to streamline workflows and maximize productivity for knowledge workers.

The Podcast Show Notes Generator is an AI-powered tool designed to help podcasters create engaging show notes quickly and efficiently. It offers features such as converting audio into concise summaries, auto-identifying distinct sections in audio, and generating detailed text transcripts. The tool aims to enhance accessibility, SEO, and audience engagement for podcasters by providing a user-friendly platform to streamline the show notes creation process.

Easy-Peasy.AI is an all-in-one AI platform that offers a variety of AI tools and solutions to assist users in content generation, copywriting, chatbot creation, image creation, audio transcription, and text-to-speech tasks. The platform provides a user-friendly interface and powerful technology to help users create high-quality content, improve writing skills, and automate various tasks using AI technology.

Transcript.LOL is a transcription tool designed to save time and enhance productivity for creators and small to medium-sized businesses. It offers a platform to transcribe audio, video, and meeting recordings, supporting over 1500 platforms. The tool provides summaries, categorizes key themes, and offers contextual Q&A based on the transcriptions. With speaker identification and readable transcripts, users can easily navigate and understand the content. Transcript.LOL aims to streamline the transcription process and provide valuable insights faster than ever before.

ScoreCloud is a free music notation software that allows users to compose and write music effortlessly. It offers features such as scoring from single instrument audio or MIDI, adding more voices by playing or writing, and editing and arranging into a finished score. ScoreCloud Studio, ScoreCloud Songwriter, and ScoreCloud Express are different versions tailored for various music composition needs. The application is ideal for musicians, students, teachers, choirs, bands, composers, and arrangers, providing a user-friendly platform to create lead sheets, melodies, lyrics, and chords. With intuitive editing and powerful transcription capabilities, ScoreCloud simplifies the music composition process for users of all levels.

This website offers a variety of AI-powered tools and resources to help users with a variety of tasks, including video generation, transcription, image upscaling, and resume writing. The website also provides access to AI-generated images and Midjourney prompts.

DashAI is a Chrome extension that provides instant access to ChatGPT on every webpage. It offers a range of features to enhance productivity, including a side chat, webpage summarization, AI quick actions, audio transcriptions, and AI text expansion. With DashAI, users can interact with ChatGPT directly from any webpage, execute AI commands, and generate AI-generated content. The extension also includes a large library of prompts and customizable shortcuts for ease of use.

What's The Big Data is an AI tool directory that helps users unleash their potential by providing a comprehensive source for AI tools, data, and ChatGPT. The platform is updated daily and caters to every need, offering a wide range of AI assistants across various categories. Users can easily find their perfect AI assistant with just a click, making it a valuable resource for those seeking AI solutions.

Globose Technology Solutions Pvt Ltd (GTS) is an AI data collection company that provides various datasets such as image datasets, video datasets, text datasets, speech datasets, etc., to train machine learning models. They offer premium data collection services with a human touch, aiming to refine AI vision and propel AI forward. With over 25+ years of experience, they specialize in data management, annotation, and effective data collection techniques for AI/ML. The company focuses on unlocking high-quality data, understanding AI's transformative impact, and ensuring data accuracy as the backbone of reliable AI.

Bayanat is an AI-powered geospatial intelligence company that offers predictive intelligence solutions, smart operations solutions, and smart mobility solutions to various sectors such as defense, environment, energy & resources, smart cities, and transportation. With over 50 years of experience, Bayanat provides high-quality geospatial data, geo-intelligence, and AI-powered data analytics to drive human progress and create game-changing advantages for its clients in the UAE, the Middle East, and beyond.

Lushair is an AI-powered platform that offers personalized hair and scalp analysis solutions. It aims to create a digital and intelligent ecosystem for dermatology, providing accurate skin and scalp solutions that are accessible and affordable. Lushair offers services such as personal subscriptions, skin & scalp analysis SAAS, and skin & scalp analysis API for hair care specialists and brands. The platform features historical tracking, multi-node analysis, improved management, AI-generated hair care plans, and an easy-to-use interface. Lushair has received positive feedback for its standardization, customization, and intelligent services in the field of dermatology.

Formula Wizard is an AI software designed to automate the process of writing Excel, Notion, and Airtable formulas. By leveraging artificial intelligence, users can save time and unlock insights from their data without the need for manual formula creation. The application simplifies the formula-writing process, allowing users to focus on their work while the AI handles the heavy lifting. With features such as automating tedious tasks, customizing templates, and running advanced calculations, Formula Wizard streamlines data analysis and enhances productivity.

Medallia is an AI-powered text analytics software that enables users to uncover high-impact insights and drive actions with real-time, human-centric text analytics. It offers comprehensive feedback capture, role-based reporting, AI & analytics, integrations, and enterprise-grade security. The platform helps organizations analyze unstructured data, derive hidden meanings behind words, create customizable KPIs, and build out-of-the-box topic models for various industries and use cases.

Luminal is a powerful AI copilot that helps users clean, transform, and analyze spreadsheets 10x faster. It offers fast and efficient data analysis capabilities, enabling users to perform complex operations and run AI-enabled tasks using natural language. With Luminal, users can visualize data, ask complex questions, and clean and format spreadsheets effortlessly. The application supports multiple languages, provides secure data hosting with encryption, and offers simple pricing that scales with user needs.

75 Wbet Com Daftar : OLX500 is an online platform offering a variety of casino games, including slots, live casino, poker, and more. Users can access popular games like Sweet Bonanza, Mahjong Ways, and Gates of Olympus. The platform also provides guidance on how to install the app on Android devices. With a focus on responsible gambling, 75 Wbet Com Daftar : OLX500 aims to enhance the gaming experience for its users.

NexusGPT is an AI tool that allows users to build and integrate custom AI agents to automate workflows without the need for coding. The platform offers a marketplace of tools and integrations, ready-made agents, and the ability to connect with various apps. Users can create autonomous agents that can complete complex tasks by planning and executing. NexusGPT aims to make agent creation, tailoring, and deployment as easy as possible, empowering users to enhance their agent's capabilities with a wide range of tools and AI models.

functime is a time-series machine learning tool designed to perform forecasting at scale. It provides a comprehensive set of functions and resources to assist users in analyzing and evaluating time-series data. With features like scoring, ranking, and plotting functions, functime aims to simplify the process of forecasting and make it accessible to users of all levels of expertise. The tool also offers an API reference for developers looking to integrate time-series forecasting capabilities into their applications.

Blobr is an AI tool designed to optimize ad spend effortlessly. It utilizes AI to analyze ad campaigns, ad copies, and performance to identify optimizations that save time and money. By continuously monitoring keywords, KPIs, and products, Blobr provides deep insights and correlations, suggesting improvements and new keywords. The tool helps in budget allocation, finding duplicates, recommending ad changes, and analyzing ad performance data. Blobr operates 24/7, offering proactive insights and recommendations to enhance ad campaigns and improve ROI.

Knowledgio is a no-code platform that allows users to easily build custom AI tools for agencies. It helps transform expertise into unique AI solutions, saving up to 70% of time with highly personalized tools. Users can create their AI workspace, embed knowledge without coding, share and monetize their tools, and collaborate in real-time with friends and coworkers. The platform offers an easy-to-use interface, dedicated support, automated distribution, and the ability to upload knowledge files and entities. Knowledgio aims to simplify the process of building AI tools and make it accessible even for non-technical users.

AIJ is an AI tool designed to streamline the job application process by automating tasks such as job search, application submission, and answering frequently asked questions. Users can save time and energy by letting AIJ handle these tasks efficiently. The tool also allows users to correct AI mistakes and save common questions for AI to answer. With pricing plans available, AIJ aims to simplify the job application process for users.

Fullpath is an AI-powered Customer Data Platform (CDP) designed specifically for auto dealerships. It helps dealers activate their data to create exceptional customer experiences through automated, AI-driven marketing campaigns. Fullpath integrates dealership-specific data sources, leverages AI technology for deep insights and personalized experiences, and ensures data security and compliance. The platform offers features like data connectivity, 360° shopper profiles, data activation, marketing automations, AI-driven insights, and sales enablement.

XenonStack is a Data and AI Foundry for Autonomous Operations, offering a platform for businesses to utilize data, accelerated computing, and software tools to simplify and scale enterprise and generative AI journeys. The platform provides services such as progressive delivery, real-time analytics, decision intelligence, technology consulting, and more. XenonStack focuses on empowering digital transformation with AI, big data, and cloud technologies to drive growth and excellence in various industries.

Pgrammer is an AI-powered platform designed to help users practice coding interview questions with hints and personalized learning experiences. Unlike traditional methods like LeetCode, Pgrammer offers a diverse set of questions for over 20 programming languages, real-time hints, and solution analysis to improve coding skills and knowledge. The platform provides feedback on submitted solutions, helping users ace coding interviews with confidence.

Promptly is a generative AI platform designed for enterprises, offering a no-code AI app builder sheets platform solution. It enables users to automate workflows, personalize SDR outreach, generate marketing content, and analyze data to derive insights. With a focus on scalability and security, Promptly allows users to build tailor-made generative AI agents, applications, and chatbots without any coding experience. The platform supports model chaining, developer-friendly features, and seamless integrations with various tools like LinkedIn, Slack, and Zapier. Promptly's Enterprise plan provides advanced features such as self-hosted vector database, shared data and apps, org management, and SOC 2 Type II certification.

Lobe is a free and easy-to-use machine learning tool for Mac and PC that allows users to train machine learning models and deploy them to any platform of their choice. It provides a user-friendly interface for creating, training, and deploying machine learning models without requiring extensive coding knowledge.

DeepOpinion is a Generative Automation platform designed for enterprises to automate various business processes using cutting-edge AI technology. It combines business process digitization, low/no-code development, and Generative AI to create powerful enterprise-grade automations in minutes. Trusted by enterprises large and small, DeepOpinion offers solutions for industries such as financial services, insurance, and manufacturing, with a focus on automating tasks like trade financing, consumer loan processing, and customer support. The platform also provides AI models, case studies, and testimonials to showcase its effectiveness in streamlining operations and improving efficiency.

Baseboard is an AI tool designed to help users gain insights from their data more efficiently. The platform offers an AI-assisted designer that enables users to create visually appealing charts for their websites or publications. With Baseboard, users can leverage the power of AI to streamline the process of data visualization and analysis, ultimately saving time and enhancing productivity.

Gestualy is an AI application that measures and improves customer satisfaction and mood quickly and easily through gestures. It allows businesses to interact with customers or guests via gestures, make intelligent decisions, and generate valuable statistical reports using artificial intelligence. Gestualy offers touchless interaction, immediate feedback, anonymized reports on satisfaction, gender, mood, and age, as well as data protection compliance. The application is suitable for various industries, including restaurants, events, and healthcare.

Aitodata.com is an AI-powered data analysis tool designed to help users analyze and visualize data efficiently. The platform offers a user-friendly interface that allows users to upload datasets, perform various data analysis tasks, and generate insightful visualizations. With advanced AI algorithms, aitodata.com simplifies the data analysis process and provides valuable insights to users across different industries. Whether you are a data scientist, business analyst, or student, aitodata.com can assist you in making data-driven decisions and uncovering hidden patterns in your data.

ChainFuse is an AI-powered customer feedback analytics tool designed for support and success teams. It helps businesses track trends, receive critical alerts, and gain insights to enhance user satisfaction and minimize churn. By unifying customer data from various sources and utilizing AI storytelling, ChainFuse enables users to visualize real-time trends, identify issues, and seize opportunities to improve customer experience. The tool offers AI-powered insights, sentiment analysis, recurring issue detection, and generates reports for data-driven decision-making. ChainFuse prioritizes data security and aims to empower customer experience teams for enhanced customer loyalty and business growth.

Greptile AI is an advanced web scraping tool that utilizes artificial intelligence to extract data from websites efficiently and accurately. It offers users the ability to sign in with GitHub or other methods to access its powerful features. With Greptile AI, users can easily scrape and collect data from various websites for analysis, research, or any other purposes.