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This project is for training AI face recognition. Newbies are welcome! Countries who can apply India, Indonesia, Thailand, Pakistan, Nepal, Brazil. Your data won't be in public and will be used only for R&D of AI technology. 1. At least 8 pictures per person. 2. Selfie must be portrait without effect/filter/editing. 3. The pixel must be over 1080*1080. 4. Collecting selfie picture (close up picture). You can join with your friend or family. *All pictures must be with PERMISSION from the owner! *Please apply only if you can submit 100 PEOPLE'S PICTURES! The budget is for 100 people's pictures.

We're in the market for a chatbot expert to guide us to the right chatbot solution for our website and help us implement it. Here's what we're looking for: • Chatbot Recommendations: We don't have a specific chatbot platform in mind yet, so we'll need your advice to help us pick a solution that is well-matched with our website's needs. • Multi-Purpose Chatbot: The chatbot's main purpose will be answering customer queries, but we'd also like for it to filter requests to specific emails and capture leads. • Request Routing: We want the chatbot to filter and direct requests to specific emails based on certain criteria or questions. Ideal Skills: • Proficiency in using and integrating various chatbot p...

I'm looking for a skilled email marketer to craft and send out an introductory email on behalf of my company to over 200 email addresses. The email needs to be personable so we can work together on that. The main goal of this email campaign is to establish partnerships and collaborations with organizations in the education sector. Our specific target audience is: - law schools - Those interested in enhancing their offering through educational platforms (so I'm open to suggestions beyond what I already have) The ideal candidate should have: - Proven experience in email marketing and partnerships - Excellent written communication skills Your responsibilities will include: - Crafting a compelling email that clearly communicates the benefits of our software - Tailoring...

I'm looking for a Machine Learning Engineer with specialized skills in developing and training Zero-shot Learning models for image classification. Key Tasks: - Data Preprocessing: You'll be responsible for cleaning and preparing a dataset of 1,000 - 10,000 images for training the model. - Model Selection and Evaluation: Your expertise in selecting the most appropriate model for this task will be crucial. - Feature Engineering: Extracting and selecting informative features from the images will be a key part of the project. Ideal Candidate: - Strong background in machine learning, particularly with Zero-shot Learning models. - Proficiency in data preprocessing and feature engineering, particularly with image data. - Experience wit...

I am looking for a consumer researcher to visit 3 stores in ROUEN. The project in a nutshell: -All information will be captured via our company's App that has to be downloaded by way of a link emailed to the successful candidate. -Visit 3 supermarkets in Rouen, addresses will be provided. -Around 42 products in total not per a store. – Assess packaging of products for our client, products include baby diapers, feminine hygiene products, kitchen paper and toilet paper. -10 samples per a product has to be assessed. E.g Product A is baby diapers, 10 of these will have to be looked at closely for defects. -If samples are good no photos are required, if samples have defects photos are required showing the defect clearly. -No products need to be purchased. -Good...

I run an industrial automation company specializing in PLC programming, HMI design,SCADA & DCS Design, robotic integration, and more. I am in need of a freelancer well-versed in these areas to assist us with a variety of tasks. Key services required include: - PLC programming - HMI design - Robotic integration - SCADA and DSC - Drives implementation - CAD for industrial automation - Hydraulic and Pneumatic systems expertise - Experience with Industrial Switchgear and Solutions - Assistance with Automation & Control Panel Manufacturing - Support with Vfd Panel Supply, and Industrial Panel Manufacture - Contribution to Industrial Automation Training & Solutions Preference for these brands: - SIEMENS -Rockwell Automation -ABB -Mitsubish...

I need Lambda/Python code to update the Log Subscription filter. Chat GPT doesn't work. The problem is when you "put_subscription_filter" it creates the second one but doesn't delete the first one. I need the code to delete the first data from STack and create a new Filter. Everything running from Cloud Formation stack. (In example I attached there is no delete the previous filter it is creating the second one)

I'm seeking a highly skilled developer for a cloud-based application, utilising Alfresco for records management. Your responsibilities will include: - Integrating collaboration tools and workflow automation functionalities into the application - Ensuring application is optimised for compatibility with web browsers The ideal candidate has experience in cloud application development, specifically with collaboration tools and workflow automation. Equally essential is a good understanding and experience in Alfresco, particularly in records management. While the application will primarily be for web browsers, the candidate should have a view to potential future compatibility with iOS and Android devices.

I'm looking to create a comprehensive platform specifically designed for pilot training. This platform should be equipped with key features including interactive tests and quizzes, engaging video lessons, and live Q&A sessions. Additionally, an integral part of this platform will be the incorporation of threat assessments such as risk assessment procedures and threat detection. I'm keen on working with developers who have experience in educational platforms particularly with creating interactive tests and content, implementing video/real-time capabilities, and integrating risk/threat assessment protocols. A deep understanding of aviation industry will be a plus.

Hi! I am seeking an expert in Google Cloud's Pub/Sub service. My Python application needs to publish and subscribe to text data messages. Knowledge in message encoding and decoding, as well as Pub/Sub client libraries, is crucial. There...expert in Google Cloud's Pub/Sub service. My Python application needs to publish and subscribe to text data messages. Knowledge in message encoding and decoding, as well as Pub/Sub client libraries, is crucial. Therefore, a strong background in Python and Google Cloud Platform is required. Take a look a example image attached. Key responsibilities include: - Assisting with publishing text data messages - Helping with subscribing to these messages Please have proven experience in Google Cloud's Pub/Sub and Python programming ...

I am in need of an expert in sales, specifically in the area of sales strategy. The objective is to provide the highest level of in-depth training to my team of experienced salespeople. The content should be aimed at sharpening their skills and optimizing their sales strategies. The deliverable format for this project is a call. A successful freelancer will: - Be highly proficient in sales - Have outstanding knowledge of sales strategies - Demonstrate substantial experience in creating and delivering high-quality sales training. By the end of this project, my aim is to have inspired and equipped my team with refined strategies to enhance their sales skills.

I need a Gujarati dataset prepared for training the Llama 2 model, in order to later perform fine-tuning on it for language-specific tasks. Essential Requirements: - Curate a sizeable Gujarati dataset suitable for training NLP models, ideally around 5 GB - Utilize the Llama 2 model for the Gujarati fine-tuning, optimizing it for the specific task Key Skills: - Proficiency in NLP techniques and methodologies - Experience in curating or working with large datasets - Proficient in fine-tuning Llama 2 or similar models - Gujarati language proficiency is a plus Deadline: 2 days for the dataset curation and initial fine-tuning.

We are in the initial st...support real-time data tools and user analytics. Requested Technical Skills: - Experience creating sustainable Data modells - Experience in browser-extension development with JavaScript, HTML, CSS, and modern frameworks (React, Angular, Vue.js). - Proficiency in backend programming, particularly with Node.js or Python. - Strong understanding of RESTful API design and development. - Experience working with cloud services (AWS, Azure, Google Cloud). - Skills in data analysis and machine learning are a plus. - Proficiency in database management, especially SQL and NoSQL databases. If you are passionate about technical innovation and want to be part of a team striving to change e-commerce, please announce your interest and state previous expe...

I'm seeking an Excel expert to provide a comprehensive training session for my team of 11-20 individuals. We're at a beginner level and need someone capable of teaching us the basics and showing us how to optimally utilize data analysis and reporting features. - The training should cover: - Basic Excel functions and formulas - Data analysis - Reporting techniques The perfect fit for this project would be someone with an extensive background in Excel, ideally as a trainer or educator. Experience with teaching groups is a must, and the ability to break down complex topics into digestible, understandable parts is essential. Our goal is to increase our productivity and data handling capabilities through this training, so if you have...

...3D animated videos, each 3 minutes in length, aimed at training hospital cleaning staff on handling infectious diseases. The goal is to produce engaging, educational content that demonstrates proper cleaning techniques and protocols in a hospital setting to prevent the spread of infections. The videos should be visually appealing, technically accurate, and easy to understand for a diverse audience. Requirements: Proven experience in 3D animation and storytelling. Ability to translate technical medical and cleaning procedures into clear, visual formats. Experience in creating training or educational videos, preferably in the healthcare sector. Deliverables: Three 3-minute 3D animated videos. Storyboards and scripts based on the training objectives. Revision...

...school SaaS ERP control panel to integrate WhatsApp and inbox SMS APIs. Develop a dynamic frontend interface for easy navigation and user interaction. Implement backend functionalities to manage message sending, delivery, and history tracking. Ensure smooth integration with existing databases and systems. Create a secure authentication system for users accessing the platform. Test the system thoroughly to identify and fix any bugs or issues. Provide documentation and training materials for administrators on how to use the new features. Requirements: Proven experience in web development using Laravel framework. Proficiency in MySQL database management. Familiarity with Firebase for real-time database and messaging services. Strong understanding of API...

I'm in need of an advanced Docker trainer who can educate me on various topics including Installation & Setup, Docker Image Creation, Docker Networking & Data Management. Expertise in training related to Docker tools like Docker Swarm, Kubernetes, and Jenkins is highly essential. The ideal candidate should have ample experience in these areas and a knack for simplifying complex concepts.

I am looking for some freelance engineers to undertake drainage design work for projects based in the U.K (England principally). This work can be done remotely. This would involve the use of Causeway Flow+ design software (which I can provide some training with) and a CAD package. I am a freelance flood risk and drainage engineer based in England and sometimes have more work than I can handle. I am looking for some contacts with whom I can share work when required. Any experience of working in the U.K would be beneficial (but not essential). The work typically involves designing outline and detailed surface water (stormwater) drainage systems for new developments (residential, commercial, industrial). Sometimes foul water systems a...

I'm seeking a proficient developer to build a comprehensive demo or starter code integrating Snowflake and Kafka using AWS cloud. The ideal candidate should have deep understanding of concepts such as: - Data ingestion - Data transformation - Data storage and retrieval The code should ensure: - Optimal performance - Scalability - Security The code can be written in Python or Java. In-depth knowledge of these languages, as well as experience with Snowflake and Kafka integration, is a necessity for a successful bid on this project.

I'm looking for a talented graphic designer to create a modern style logo for my company. The logo will predominantly feature the colors red, yellow, black, and white. The logo is expected to be used across various mediums, such as our website, merchandise, and printed materials, so it needs to be versatile and easily adaptable. Key Requirements: - our name is Fine Line Rider Training, and we want a logo that features the letters FLRT - Modern Style: The logo should be created with a modern design aesthetic in mind. - Color Palette: Incorporate the colors red, yellow, black, and white. - Versatility: The logo should be suitable for use across our website, merchandise, and printed materials. - our business c...

In the company we have a third-party application that we use to save documents in the cloud, this application is using the “save as” button in Microsoft Word. Users use the “save” button and save the documents to the local computer. This change will force my users to save information to the cloud through my application

...promotion of top-tier cloud enablement technologies on any cloud platform - Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP). Native spoken Cantonese and being fluent in written and spoken English is a must-have. Key Responsibilities: - Conducting cold calls to generate leads and appointments across diverse industries - Offering insightful strategies on adopting cloud enablement technologies Ideal Candidate: - Proficient in Cantonese and English - Proven lead generation and appointment setting experience in the technology industry Bring your communication and persuasion skills to make a significant impact on the cloud support technology adoption rates in Hong Kong's diverse market. Your role is to ensure our produc...

I am in need of an advanced word processing application for desktop use on Windows and macOS. The application should have: - Spell check functionality to ensure accurate spelling - Grammar check feature to improve the overall quality of the document - Auto-correct feature to fix common typing errors The project does not require cloud storage capabilities. The key focus is on the word processing features listed above. Ideal freelancers for this project should have experience in: - Word processing software development - Proficiency in developing applications for Windows and macOS - Strong understanding of spell check, grammar check, and auto-correct features - Prior experience in developing similar applications A comprehensive and user-friendly application is ...

I'm in need of a talented video producer/editor who can create a 4-minute teaser video to promote my upcoming training program. What I need: - A video that is informative in style: While I want the video to be engaging and visually appealing, the primary goal is to inform potential participants about the program's content and benefits. - Length of 4 minutes: I will provide the raw footage, all you need to do is make great transitions and an outro using the program logo Ideal skills and experience: - Video production and editing expertise - Experience in creating promotional videos, particularly for training programs or similar educational initiatives - Ability to create engaging and informative content Please include any relevant samples of your p...

...sites (free for 30 days) - Create process templates (Confluence), ensuring their accuracy and alignment with my requirements for internal processes for my SaaS product. - Create request forms (JIRA SM), with mandatory content and drop-downs. - Export the content in a form in which I can import them into my own Confluence and JIRA SM sites Ideal Skills and Experience: - Proficient in process document, checklist, and forms creation. - Ability to use Google, ChatGPT (or other generative AI) to search and create baseline content. - Experience with Confluence and JIRA Service Management. - Any experience with SDLC, ISO27001, incident response. - Excellent attention to detail. Your work will be crucial in ensuring the efficacy of my DevOps processes and issue tracking ...

...enhance maintainability and scalability. Responsibilities: • Analyze the existing codebase to identify areas for modularization and API integration. • Design and implement modular architecture following MVC principles, ensuring clear separation of concerns. • Develop RESTful APIs to facilitate communication between modules, adhering to industry best practices. • Refactor and migrate existing functionalities into the new architecture, replacing hard-coded dependencies with API calls. • Conduct thorough testing of each module and the integrated system to ensure functionality and interoperability. • Provide documentation for APIs and architectural decisions, as well as training sessions for developers and stakeholders. &bul...

I'm in search of a skilled Shopify / wordpress developer to expertly migrate two e-commerce websites into one platform while maintaining separate branding on individual storefronts. Migrate to Shopify or another cloud-based platform like Webflow. Not interested in migrating into WooCommerce. The new website should share one backend with a shared inventory, but the two should cater to two different websites each with - own branding - own URL - own mailing list (mail chimp or native to platform) Key tasks include: - Migrating existing sites built on Shopify and Woocommerce into one site - either Shopify or Webflow - Implementing a shared backend inventory across the two storefronts, supplemented by individual branding and mailing lists. - We want option to select which product...

I'm looking for an Azure professional who can help me set up an Azure cloud solution to host my Excel data. The project involves: - Hosting Excel Data: I will provide you with an Excel file, which I would like hosted on Microsoft Azure. The data in this file will not be updated frequently, just once for now. - Web Application: I would like the Excel data to be accessed through a web application. This means you will need to set up a simple, user-friendly interface for viewing and possibly manipulating the data. Ideal Skills: - Experience with Microsoft Azure, particularly in hosting data. - Proficiency in setting up web applications. Please get in touch if you have the right expertise, and we can discuss the project further.

Atualmente utilizo o ERP Sige Cloud e gostaria de migrar os dados para OMIE, existem 2 formas de migração, api ou excel. A melhor opção para mim seria por API pois vi que há uma forma de importar pedidos ja existentes

Looking for a skilled professional to provide Microsoft Dynamics 365 implimentation support around process documentation, training and setting customisation/set up. Your role will be critical in ensuring our team can effectively utilize our ERP. Key Responsibilities: - Review current implementation of Dynamics 365 and identify gaps in use and documentation - Provide process documentation framework for all tasks and actions - Suggest changes to process or setting to optimize system - Provide comprehensive training on the use and functionality of the Microsoft Dynamics ERP system - Ensure all team members, end users particularly, understand and can navigate the system post-training Desired Skills and Experience: - Prior experience in Microsoft Dynamics 3...

I'm in need of a competent and experienced researcher to create a case study that analyses the effectiveness of a particular military training approach. Key Deliverables: - The case study must be well-researched, objective, and focus solely on the training effectiveness. - It should engage the reader, providing valuable insights and conclusions that can be drawn from the analysis. - The audience for this case study will be military personnel, so experience in creating such content is highly advantageous. Ideal Skills and Experience: - Strong research and analytical skills, preferable in military training methodologies and practices. - Ability to craft engaging and informative content. - Prior experience with case study writing, particularly those aimed...

...Key Requirements: - The main goal is to revamp the design throughout the funnel. This includes the layout and overall aesthetics. - A successful candidate should be able to suggest improvements to increase the likelihood of conversions. - An understanding of user experience and how design impacts it would be beneficial. Ideal Skills and Experience: - Proven experience in designing and refreshing sales funnels, particularly with a focus on increasing conversion rates. - A solid understanding of the principles of user experience and how they can be applied in a sales funnel context. - A creative eye for design, able to suggest and implement changes that will engage users and encourage them to convert. Feel free to suggest other design elements th...

I am seeking a professional video producer to create a concise, engaging orientation video for new employees. The video should be under 3 minutes in length and will be focused on introducing our company culture, as well as providing necessary information regarding company supplies and instructions for timesheet and payroll. - I have a sample of an old video that can be used as a guide Key Responsibilities: - Produce a high-quality, under 3 minutes video oriented for new hires - Clearly introduce our company - Provide detailed instructions for company supplies, timesheet, and payroll Ideal Skills and Experience: - Previous experience in producing orientation or training videos - Strong understanding of company culture and effective communication - Vid...

We are seeking an experienced online instructor to create and record French courses for our trucking industry training platform. You will be provided with a 9-hour English dispatching course, which you must condense into a 6-hour French course. Deliverables include recording 3 hours per week, resulting in a complete 6-hour course over two weeks. Recordings should feature your face in a small circle within the video. Candidates should be fluent in French, experienced in online course production, and able to independently research and adapt content.

I'm seeking a skilled individual to take over the maintenance and day-to-day operations of my hydroponic system + training staff and handing over after initial setup. The tasks include: - Watering & Nutrient Monitoring: Ensuring plants receive adequate water and nutrients, adjusting as needed. - pH Level Management: Regular monitoring and adjusting for optimal growth. - Temperature Control: Checking and maintaining temperature settings. - Harvesting & Replanting: Timely harvesting and replanting as per the growth cycle. The ideal candidate should have: - Strong background in hydroponics - Proficiency in nutrient and pH management - Experience in managing lighting and temperature settings - Proven track record in harvesting and replanting in hydroponics - Abil...

I'm embarking on a journey to increase visitor traffic to my new blogging site and need a savvy SEO coach to guide me. The scope will: • Develop and implement effective SEO...keyword research and selection, off-page optimization, organic growth strategies and Google Analytics are key. • The ideal candidate will have a proven track record in enhancing organic search results and the ability to monitor and evaluate web analytics, tweak strategies and maximize results. • Training me on maintaining and enhancing these efforts will be part of the engagement. The goal is to enhance my site’s online presence, build a healthy organic traffic flow and to learn the basics of SEO management for future self-sufficiency. Excited to foster a collaborative relatio...

AWS to New cloud server migration-Django & Reactjs Server setup Code migration and setup SSL certificate - 1-year plan 50 /year

I'm in search of a skilled IT Support Specialist to join my team...and maintaining our IT systems - Ensuring our systems and data are secure - Assisting with IT-related projects and upgrades - Offering training and technical guidance to users Ideal Skills and Experience: - Proven experience as an IT Support Specialist or similar role - Excellent knowledge of technical management, information analysis, and computer hardware/software systems - Strong problem-solving skills and ability to communicate technical information effectively - Familiarity with various operating systems and platforms - Adept at multitasking, prioritizing, and managing time efficiently If you are a reliable, detail-oriented IT professional looking for a part-time role in the technology sector, I�...

...and natural language processing, with a particular focus on training models for Text-to-Speech (TTS) applications. In this project, I require assistance in training a dataset from scratch to create a functional, ready-to-use model for Coqui AI TTS specifically designed for the French language using a specific voice. Key requirements: - Intermediate to Advanced level experience in machine learning and NLP. - Previous experience in training TTS models, especially with Coqui AI. - Proficiency in French is a plus. - Familiarity with working on a model for a specific voice. The ideal candidate should be able to guide me through the process of dataset preparation, model training and fine-tuning, and assist in making the model ready ...

...main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background in Machine Learning and a track record of successful projects in image recognition and object detection, please consider applying for this role. Your expertise will be crucial ...

I'm se...appealing and informative menu for my Indian cuisine cloud kitchen. As our primary audience is families, the design should be family-friendly and welcoming. Ideal skills & experience: - Proven experience in menu design preferably with a focus on the food and restaurant industry. - Understanding of Indian culture and cuisine. - Excellent writing skills, able to succinctly describe dishes. The task at hand includes: - Designing a menu that is visually appealing and aligns with our brand identity. - Writing brief descriptions for each dish in a way that entices, yet remains clear and concise. - Collaborating with me for revisions until the final output is satisfactory. Maintaining attention to cultural detail and prioritizing simp...

Training for model deployment, training and fine tuning. Agenda for training session - Quick intro (concept, process, procedures and tools) - Environment requirements and setup - Installing / deploying a model (local and cloud) - Training a model (prerequisites included) - Fine tuning a model - Running ML Model with API - Q & A

I'm in need of high-quality CAD drawings for specific heavy haul trailers. The following trailers require detailed representation with dimensions in meters expressed: - Lowboy trailer - Specialized heavy haul trailers and equipment All drawings should be formatted in a way that they can be exported to either DWG or PDF. A proficiency in AutoCAD, SolidWorks, or Fusion 360—or any other equivalent software that can satisfy this requirement—is preferred. The primary use of these drawings will be for permitting and training visualizations. Expertise in design visualization is thus essential. Do ensure that your drawings are clear, accurate, and suitable for these purposes. Thank you. Examples of the drawings I need to emulate, but with dif...

...integrates sales and inventory management, along with a mobile application for Android and iOS. Key Features of the System: - User Registration and Login: A secure and easy-to-use registration and login system for users. - Sales Tracking and Reporting: Ability to track sales data and generate detailed reports. - Inventory Management: Manage and track product inventory within the system. - Partner Activity Tracking: A feature that tracks partner activities, sales, and commissions. - Communication & Marketing Tools: The system should include tools for email marketing, social media sharing and posting, and SMS marketing capabilities. Mobile App Features: - User Registration and Login: Seamless sign-up and login process for users. - Product Catalog and Orde...

...and you need to share the same values and energy in your sales calls. We are looking for an experienced High ticket closer on a commission-based and a base salary. It will be a 12% commission on coaching programs of $7200 or higher commissions of %15 for a high closing rate above 25% We have a complete 12 months coaching and mentorship program and we already have a high ticket closer at the moment and we are looking to expand our team. All the leads come from a video sales letter that shows the value of our program and how it can shortcut their career to cybersecurity. I will provide you with the complete sales script, all the objection handling we use, the technical terms, all our coaching offers (for down-sells if needed). You have the space to add your own ex...

I'm in need of an experienced and skilled Drupal developer who can help me with debugging runtime errors in my website. The errors are occurring during website load, which is causing a significant disruption to user experience. Key responsibilities: - Identifying the root cause of the runtime errors - Implementing a comprehensive solution to resolve the issue Your expert...Ability to work efficiently under time constraints - Strong communication skills to update me on the progress and solutions Your primary goal is to ensure the website loads without any runtime errors. This will involve a detailed analysis and precise implementation of the necessary changes. Please share your experience with similar projects in the past, as well as any relevant certifications or training y...

As an emotional intelligence coach, my primary objective is to improve interpersonal relationships within corporate teams. This project will involve: - Implementing intensive one-on-one coaching sessions - Bui...intelligence coach, my primary objective is to improve interpersonal relationships within corporate teams. This project will involve: - Implementing intensive one-on-one coaching sessions - Building a stipulated plan to enhance workplace empathy, compassion, and efficient communication - Suitable for freelancers with skills in coaching and corporate communication, with a strong understanding of emotional intelligence principles. Ideally, you should have a background in HR or corporate training, and experience in creating and implementing emotional intelligence coa...

Your job is to find clips based on a niche training is provided and would like for you to have basic editing skills but not required training is provided for that also. I'm seeking a creative individual experienced in video researching and basic editing. The task involves sourcing video clips based on certain niches that I'll provide and editing them into engaging less than a minute snippets. Respond with your favorite color and movie Skills and experience required: - Excellent research skills - Video editing proficiency - Knowledge in various niches advantageous The ultimate purpose of these clips is to entertain. The successful freelancer will, therefore, need to create compelling edits that grab attention and inspire viewers. A knack f...

...MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentence, Entity, and IOB Tagging tra...