Caffe vs tensorflow vs keras vs pytorch jobs

...hours/days to finish. Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of the dataset and report the results. • Show image examples of the detection performance. • Note, all platforms, i.e., mxnet, pytorch, tensorflow (and keras), have pre-trained models. You can use them, but you'll need to fine-tune and show your edits to obtain your own results. TASK 2 • Machine translation and seq2seq modeling • Build a seq2seq model for machine translation (English to French) • Using the example in , build your own model. • The noteb...

...interior pages – all 12 pages have been mocked up, so it will be easy to follow 7) Contact Us has not been designed, but since that is simple, there won’t be a mockup, and the legal pages should be already there and just need to be framed in the new theme 8) Of course, the entire site will need to be responsive to accommodate all devices and sizes. Most of the hero images will have an image for mobile vs an image for desktop. Really the main design consideration will be do the overlays stay on mobile or go under the images. Let's try both and see what looks better :) 9) As with any other store, common integrations such as shipping, tracking, google analytics, meta pixels, affiliate pixels, and other tracking mechanisms would need to be installed. That’s...

I'm looking for a developer with a strong background in REST API integration, particularly with experience in using VS .net. The main goal of this project is to have this specialist integrate a REST API into our existing system. Key requirements and responsibilities: - Profound experience in REST API integration. - Expertise in using VS .net. - Ability to work independently and efficiently.

...experience in PowerPoint design, particularly pitch decks - A knack for creative design, capable of preserving a corporate feel - Proficiency in creating aesthetically pleasing and readable infographics. Your output will be a versatile template that we can use to represent our company and ideas in an engaging, creative, yet professional manner. I want this to be info graph and photo heavy (creative vs lots of words) This template will be used for different decks. Please include our colours. Slide examples would be Title Slide Table of Contents Company Overview Services Case Studies Recap Clients Thank you This will be delivered via pdf. Logos and colours and fonts will be advised upon hire. Please send links of past jobs and timeframe for completion. Looking for something...

...celebrate our 50th Anniversary. Key details: - This design could embody our corporate colors to help reinforce our brand. It should celebrate our 50th anniversary. - The design should captivate and engage, encouraging our customers to proudly wear it. - I'm not just looking for a tangible advertisement. Instead, I want a design that truly resonates with our customers. I'd like it to look classy vs. cartoonish. Ideal freelancer: - You should have a keen eye for fashion and understand current trends. - Extensive experience in designing promotional wearables will be highly appreciated. - Familiarity with our branding guidelines is a plus, though not necessary as we will readily provide them. - A portfolio showcasing similar projects would be advantageous. Make you...

TIPS WILL BE ADDED This video project requires the creation of a compelling comparison between our clean, hassle-free Bala Wala Shi and Bagged Spread's messiness. It needs to: _ MUST blure the names of the bags at all times. - Emphasize on the key disadvantage of Bagged Spread: its tendency to spill due to packaging issues - Highlight the benefit of choosing Bala Wala Shi as a cleaner alternative - WHERE THE CLIPS ARE - the sample is called The ideal freelancer for this job must have proven experience in creating product comparison videos, particularly emphasizing product faults and features. Also, an ability to execute an engaging story-telling format would be highly advantageous.

...via Rank Math SEO for both websites. Remove all duplicates - so that only one property is there for each website. - I expect the freelancer to integrate this content seamlessly into the current design, whilst keeping page layout professional and clean. 2. Website Speed Improvement: - Identifying factors causing slow load times. - Implement solutions to significantly improve site speed (reference vs current page speed) - Websites are : & The primary goal of these updates is to increase website traffic, so ideally, the applicant should have previous experience and demonstrable results in achieving this goal. Efficiency, attention to detail and skills in SEO are highly regarded for this project....

Please create 3 posters in A1 size similar to the poster in ``. You can use parts of `food ` as a template. Output format: Adobe Illustrator file *.ai For all posters ====...Text at the bottom: "Japanische Gyoza / Dumplings" (maybe in 2 lines) - We will need several iterations on this poster, trying out 2 pictures and 1 picture in the poster ================== 3. Poster Pokebowl & Gyoza ================== - Combine Pokebowl and Gyoza in a single poster. - Maybe put the Pokebowl in the upper part and have the Gyozas in the lower part of the poster. - Or try top left vs. bottom right. I am open for suggestions. - Text for Pokebowl part: "Japanische PokeBowls" or if too long, simply use "PokeBowls" - Text for Gyoza part: "Wochenhit: Gyoza / Du...

I require an experienced machine learning developer who can work with tensorflow and convert my existing code into PyTorch which will facilitate easier debugging. Demonstrable experience in ML libraries along with expertise in tensorflow and PyTorch is crucial for this project. The main purpose of my project is to create an explainability model. I will be providing the existing code and the selected freelancer will be expected to: - Analyze my existing code thoroughly - Ensure compatibility with tensorflow library - Convert the code into PyTorch for simplified debugging A strong understanding of machine learning principles and coding is highly beneficial for this task.

...particularly Convolutional Neural Networks (CNN), and experience with popular frameworks like Tensorflow and Keras. The project will revolve around object detection using images as the primary data source. Key Requirements: - Object Detection: The primary goal of this project is to accurately detect objects in images. It is important that the model is able to identify objects of a specific size, so having experience in this area will be crucial. - Deep Learning Expertise: You should be well-versed in deep learning concepts, particularly CNNs. This will be essential in developing an effective object detection model. - Framework Proficiency: Experience working with frameworks like Tensorflow and Keras is a must. You should be able to leverage these tools to ...

Data Archiving Specialist for Offline Tensorflow Documentation Compilation If you have enough skills to get this done, kindly place your bid to discuss more about task and deadline

We are seeking a highly skilled and knowledgeable Data Archiving Specialist to gather and compile comprehensive offline documentation of TensorFlow, including Tutorials, Guides, and API documentation from the TensorFlow website. This documentation will be used by our team for training and reference purposes in environments without internet access. **Responsibilities:** - Gather all relevant materials from the TensorFlow website, including Tutorials, Guides, and detailed API documentation. - Ensure that the information is up-to-date and comprehensive. - Organize the documentation into an easy-to-navigate format for offline use. - The documentation might be PDF or HTML. - Verify that all links, images, and code snippets within the documentation are functional and correc...

I need an excel spreadsheet developed that can compare my actual expenses against my budgeted expenses and display the variance in currency value. The project is quite urgent and I need it to be completed ASAP. Key Requirements: - Create a tabular representation of my actual expenses vs the... - Develop a similar tabular representation for my budgeted expenses - Calculate the variance between the two in currency value - Display the variance in a clear and visually appealing manner - be able to toggle between different cost centres - be able to select data from different months Ideal Skills and Experience: - Advanced Excel skills and experience in creating financial spreadsheets - Familiarity with financial data analysis and budgeting - Attention to detail and ability to accurately...

...mutually agree to effort - we mutually agree to delivery date - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! Quality requirements? - you share us your QA document, which contains your checklist of QAs you do before you report as done. If you are a agile developer you know the "definitio...

I want someone to teach me how I can create or fine-tune TensorFlow Lite models and fine-tune the model we customized later on that is going to be used in an Android & iOS app. EfficentDet model can be taken as an example.

...introductory test. Goal is to create awareness and drive traffic to the web site as simply as possible. - Audience Targeting: The primary audience comprises home buyers/sellers and renters in the USA. Experience in successfully reaching these groups is a plus. - Detailed Conversion Tracking & Analysis is not required initially but will become important after this introductory test. Total impressions vs time is adequate in this phase; additional data is a plus. Candidates should be able to effectively track the success of the ads, continually optimizing for improved conversions. Potential candidates should have a proven background in online advertising and a strong understanding of digital marketing within the property market. Expertise in ad design, copywriting and social ...

1 Overview: This project de-identifies personal information in the video that detects a person on an Edge Device connected to CCTV and protects personal information by changing the person's face or face + top and bottom. Here's what we need. 1.1 Edge Device must be sent video from the CCTV Stream. 1.2 A person must be detected in the input video. 1.3 The following information must be extracted from the detected person and made into a metadata (JSON) file. - Facial Embedding Information - Extract information about a person's attributes (hair length, hair color, top color, bottom color, top shape, bottom shape, shoe shape, color, etc.) 1.4 Change to a new face, a new outfit. 1.5 Real-time converted images and generated metadata should be delivered to the storage ...

...introductory test. Goal is to create awareness and drive traffic to the web site as simply as possible. - Audience Targeting: The primary audience comprises home buyers/sellers and renters in the USA. Experience in successfully reaching these groups is a plus. - Detailed Conversion Tracking & Analysis is not required initially but will become important after this introductory test. Total impressions vs time is adequate in this phase; additional data is a plus. Candidates should be able to effectively track the success of the ads, continually optimizing for improved conversions. Potential candidates should have a proven background in online advertising and a strong understanding of digital marketing within the property market. Expertise in ad design, copywriting and social ...

I'm after a seasoned developer with experience in AI and NLP to help build a S...seasoned developer with experience in AI and NLP to help build a SaaS product. This role will involve developing AI algorithms and implementing NLP techniques, which will ultimately contribute to the development of a sales software. Key responsibilities: - Develop AI algorithms using TensorFlow and PyTorch - Implement NLP using NLTK - Work on the SaaS product to measure sales reps' skill sets based on their sales call performance Ideal skills and experience: - Proficiency in AI and NLP - Experience with TensorFlow, PyTorch and NLTK - Prior experience in developing SaaS products, particularly ones that focus on analyzing sales performance - Strong understanding of machine...

I'm looking for an experienced VSCode expert...Good English speaking is required, and ZOOM access. Key Responsibilities: - Assist in troubleshooting the Port configuration issue that is preventing me from reaching servers through SSH. - Provide guidance on how to set up the Port configuration correctly in VSCode. - Available for an immediate Zoom call for real-time troubleshooting and guidance. Ideal Skills and Experience: - Proficiency in VS Code's Remote - SSH extension. - Strong understanding of Windows OS. - Prior experience in troubleshooting Port configuration issues in VSCode. - Excellent communication and problem-solving skills for remote troubleshooting via Zoom. Please note that I'm looking for someone who can start on this immediately and help me resolv...

I'm seeking a talented game developer to build a Metin2 server from scratch. A fundamental objective of this project is to achieve an exciting Player vs. Environment (PVE,PVP) setup that promotes competitions as well as a cooperative gaming experience. Key Focuses: • Balanced Gameplay: All characters- Sura, Lican, War, Shaman, and Ninja- should be equally prioritized during the game's balancing. This aims to ensure a fair and enthralling playthrough for all users. • Feature implementation: Your role will include generating engaging quests and multi-level dungeons that increase in difficulty as the player progresses further into the game. A dynamic crafting system is also envisaged to enrich the gaming experience. Ideal Skills: • Previous experience in ...

I'm looking for a freelancer who can use their extensive AI...Mobility Limited. This project will require the AI to have several competencies including: - The ability to operate with voice commands - Smart navigation capabilities - Advanced safety features This project will be a remote position and will require compatibility across multiple platforms: iOS, Android, and Web. You should have experience with several AI technologies and frameworks, ideally TensorFlow, PyTorch, and OpenAI. A strong understanding and demonstrated experience in these areas will ensure the development and implementation of a high-quality AI agent that improves the safety and efficiency of our electric bicycles, enhancing the user experience. Please only bid on this project if you can confiden...

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I'm seeking a skilled AI developer to create v...and chatbot functions. - Proficiency in Python, Java, and JavaScript preferred, but other languages are acceptable if they are more suitable for the task. - Familiarity with TensorFlow, PyTorch, and Microsoft Cognitive Services is beneficial, but not mandatory. Ideal Skills and Experience: - Strong background in AI development, including experience in building chatbots, recommendation systems, and data analysis tools. - Proficiency in Python, Java, and JavaScript, with a willingness to adapt to other languages as needed. - Ability to work with various platforms and frameworks, with a preference for TensorFlow, PyTorch, and Microsoft Cognitive Services. - Strong problem-solving skills and the ability to work ...

I need a skilled DNS expert to configure DNS records for Microsoft Exchange. I currently use BigCommerce as my domain registrar. Therefore, experience with BigCommerce and its DNS settings is crucial. Furthermore, knowledge and skill in BigCommerce and Klaviyo software will be advantageous. Kindly state your relevant experience in your application. Please note, your experi...Furthermore, knowledge and skill in BigCommerce and Klaviyo software will be advantageous. Kindly state your relevant experience in your application. Please note, your experience is pivotal to your selection. Currently run rackspace as email provider and klaviyo for email marketing. Need assistance in setting up DNS (MX records) to use with MS 365 Exchange (will migrate our 5 users to MS Exchange email vs POP ...

Offering a formidable opportunity for Python AI Developers with a forte in Natural Language Processing and Computer Vision. The project is on a grand scale, requiring experience in training and fine-tuning AI models with large volumes of data. Ideal Skills: - Profound understanding of Natural Language Processing and Computer Vision. - Fluency in Python, TensorFlow and PyTorch. - Experience handling AI-focused projects with millions of data points. Your main task will be utilizing your Python skills for AI-oriented tasks specifically in NLP and CV. You'd be working on a complex project, so your ability to work with large sets of data is fundamental. Knowledge of lower-level machine learning models (LLMs) and a proven record of AI model fine-tuning and training is essen...

...field - Repayments: This report shows the repayment made between the start date and end date - Arrears: This report lists all loans in arrears - Disbursement Report: Returns all loans disbursed within a certain time period with their amounts and basic information - Loan Account Statement: Generates Individual Loan Account Statement - Expected Repayments: This report shows the expected repayments vs actual repayments within the specified time period - Awaiting Disbursement: This report lists loans with awaiting disbursement status - Pending Approval: This report lists loans with pending approval status - Rescheduled Contact Loans: This report lists loans with rescheduled status - Written off Contact Loans: This report lists loans with written-off status Ideal Skills: ...

...skills as you’ll need to digest a bit of code to identify the right spots to fix the bugs. Further, it is necessary that you have a good understanding of INTEL/MOTOROLA byte ordering and if possible it is an advantage if you are already familiar with CAN bus and DBC files - though not a requirement. NOTE: We will consider your bid as the final budget for the project - we will not accept changes vs. the bid. --------------------------- Task 1 (correct Intel decoding): The ordering of the extracted bits must be done correctly based on whether the user is considering Intel or Motorola signals. Consider the below example using this DBC file: [see ] The correct ‘raw payload’ in this example is in binary form 10111110

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...VAT at 0%. - Modifying the user interface to include the above feature. This should incorporate displaying the Zone, GeoLocation, Email, Phone, and Address, which should be the same as the user information. - Including a multi-user comment section under the item listing, providing users a platform to discuss the listed item. - Introducing an offer feature, giving the user ability to negotiate vs the item price with purchasing conditions. The main purpose of these changes is not only to improve the overall user experience, but also to boost sales. The ideal candidate should have experience in UI development and familiarity with e-commerce platforms. Knowledge in classified (buy and sell) implementation would be a massive plus. I look forward to your proposals. We can discu...

I'm in need of an essay that dives deep into the characters of Evan Whitesky and Justin Scott from the book 'Moon of the Crusted Snow'. This essay is due for my English class and I am looking for a detailed comparison of both characters. Key Objectives: - Conduct a thorough comparative analysis of Evan Whitesky and Justin Scott - Focus on the aspects of Emotional Reactiveness, Selfishness vs Selflessness, and Survival - Provide a clear and concise comparison of the two characters' traits, roles, and leadership styles Ideal Experience and Skills: - Proficient in English and excellent at essay writing - Familiarity with 'Moon of the Crusted Snow' and its themes - Ability to conduct in-depth character analysis - Experience in comparative literature analy...

...mutually agree to effort - we mutually agree to delivery date - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! Quality requirements? - you share us your QA document, which contains your checklist of QAs you do before you report as done. If you are a agile developer you know the "definitio...

...a tremendously confidential matter. Furthermore, I'd like to build a relationship of confidentially and trust with my team. We are seeking a talented software developer to join our project and help us build a cutting-edge prediction tool using artificial intelligence. Our ideal candidate will have strong programming skills in Python, including experience with machine learning libraries like TensorFlow or scikit-learn. They must also possess excellent communication skills and be able to work collaboratively within a team environment. This position offers competitive compensation and bonuses, as well as opportunities for growth in future projects. If you are passionate about developing innovative solutions and excited by the prospect of building a high-performance AI system, ...

I need a Python expert who can help me develop a transformer pipeline as soon as possible. Key Requirements: - Previous experience building deep learning pipelines - Expertise in using Python TensorFlow The project has a tight deadline, so I need someone who can start immediately and commit to delivering quality work swiftly. Experience with completing projects promptly is highly preferred.

I need an expert in Looker Studio who can successfully integrate Google Search Console (GSC) Selector with SEMrush data. The Challenge: When I select a different property (customer URL) using the GSC selector, the connected SEMrush data does not automatically update to reflect this change. The SEMrush support team has indicated that this should be possible without the need f...automatically updates SEMrush data whenever a new GSC property is selected, without the need for multiple datasets or manual intervention. If you have the expertise and are up for the challenge, please reach out! Your prompt assistance would be greatly appreciated in resolving this bottleneck. I book one hour. if we have time, we can do another stuff like KPI, Content-ROI, KUR, Pricing for Content vs. Roi ...

I'm in need of a professional designer to create a unique sublimation print of polo t-shirts for both male and female employees. Key Points: - I require a dark purple color theme for polo t-shirts - The design should incorporate our company logo on the front - The t-shirts could be made of either cotton or polyester fabric - t-shirt design to slightly vary for male vs female staff Ideal Candidate: - Experience in sublimation print designs of t-shirts - Previous work in creating or designing corporate apparel - Proficient in creating designs that are both appealing and suitable for different genders - Ability to create mature looking corporate designs - deliver the project within 1 week or less Please provide a portfolio showcasing your previous work in corporate apparel de...

...mutually agree to effort - we mutually agree to delivery date - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! Quality requirements? - you share us your QA document, which contains your checklist of QAs you do before you report as done. If you are a agile developer you know the "definitio...

The task is to write a comprehensive legal agreement from the perspective of a Buy House engaging in a commercial arrangement with a Manufacturing Unit. Key Contents: - This is a dual-purpose engagement that involves the purchase of finished goods and the attainment of production services. - The draft should originate from the Buy House, highlighting their understanding and conditions of the collaboration. Intellectual Property: - The agreement must encapsulate stipulations concerning the Buy House's intellectual property rights. This is to ensure adequate protection and prevent misuse or unauthorized sharing of the Buy House's IP. Ideal expertise: - Candidates with a background in legal writing, particularly in contracts or agreements between commercial entities, are pre...

...11 or 17 Requirements: - fully documented process to package, create, complile and build - clean code - code checked with checkstyle, pmd, spotbugs Payment? - you estimate in a WBS after getting the task - we discuss about clearances and effort - we mutually agree to effort - we assign you the task after agree - you implement & delivery - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! budget? we do not disclose the budget, but we know how much time such a task requires. Be aware that the person interviewing you in the chat has developer background and thus requires clea...

Developing a unique tool to track performance indicators related to my sports game. The application should focus on collecting statistical data for both player and team performance. graphical representation ok, but need numerical and tabular format to accurately depict game stats especially for goalie saves vs. goals against. Ideal Skills and Experiences: - Strong technical expertise in developing gaming applications/ tools - Prior experience in creating statistical data applications for sports teams - Good understanding of sports metrics Key Tasks: - Implementing a feature to track and calculate player performance statistics - Including specifics for tracking team performance data - Creating the system to generate data tables and numbers for easy analysis

I'm in need of a Python Engineer with experience in TensorFlow to develop a Desktop application Stock Analysis System. The system is intended to perform real-time stock data analysis and would utilize an AI-driven stock selection algorithm, derived from Indexes, Sectors, ETF's, and subsections.

I'm in need of a Python Engineer with experience in TensorFlow to develop a Desktop application Stock Analysis System. The system is intended to perform real-time stock data analysis and would utilize an AI-driven stock selection algorithm, derived from Indexes, Sectors, ETF's, and subsections. Key requirements include: - Implementation of real-time stock data analysis capabilities - Development of an AI-driven stock selection algorithm - Proficiency in Python, with a strong preference for TensorFlow - Experience in creating Desktop applications Ideal candidates for this project should have a solid background in machine learning, particularly in using TensorFlow for AI applications, as well as a strong understanding of stock market principles. They ...

...model in such system: --- Whether to build a CNN model directly for error detection, or to build a CNN model that recognizes elements, therefore, error detection will be done by pre-programmed algorithms. --- Is a single-class CNN model or a multi-class CNN model works better in situations where CNN model must detect formatting errors in textual documents. Experiments must be done with Keras or TensorFlow or similar library. Data sets will be provided for training and for test after request....

I am developing a secret key encryption system on Ubuntu. The primary goal is to safeguard sensitive data and enable secure communication. The encryption mechanism should provide a standard level of protection, not too basic yet not overly complex. The system will undergo frequency analysis against ...substitution cipher, which requires a certain level of encryption strength to be effective. Key Requirements: - Implementation of a secret key encryption system on Ubuntu - Encryption strength must be set at medium level - Must be able to prevent unauthorized access through frequency analysis against monoalphabetic substitution cipher. -encryption using different cipher and modes -encryption mode - ecb vs cbc -padding, initial vector and error propagation -programming using the cryp...

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...Execution of SQL queries against the existing database. - Display of query results in a format that is easy to understand. - **Technology Stack:** - Backend: .NET Core (existing) - AI/NLP Model: Choice of suitable LLM (e.g., OpenAI's GPT model) - Database: Existing system database - Mobile: Flutter (existing) - Additional Tools: AI model training and integration tools (Python, PyTorch/TensorFlow) - **Deliverables:** - AI model capable of parsing and converting natural language to SQL. - Integration code for connecting AI model with the existing backend. - Updated mobile app (if necessary) to facilitate the new feature. - Documentation covering design, usage, and maintenance. - **Exclusions:** - Extensive redesign of the existing mobile or backend...

I'm seeking an academic writer with a strong understanding of economics, market struc...microeconomic consequences, including market effects, influenced by these legal actions. - Familiarity with economic principles and legal jargon is beneficial. - An objective perspective, academic referencing, and evidence-backed arguments should be adhered to. Please use 3 sources and cite them here are the requirements Apple Lawsuit Paper (Due 4/29) 4-5 Paragraphs 3+ Sources Topic: US Government vs. Apple lawsuit Intro - Summary of reasons for lawsuit Body - Explanation of any similar lawsuit being brought in other countries (eg EU?) Explanations of larger implications for the tech industry (1-2 examples) Conclusion - Who benefits if US wins? Possible outcomes? Due April 29 begi...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.

...primary focus will be on analyzing trends in personal savings and investments. - Your findings will enable us to understand and assess the potential market for a future online investment platform. PART 1 - TOTAL NUMBERS AND VOLUMES - TIMING URGENT NEXT 48 HOURS 1. The total volume of people's personal savings in banks (savings/current accounts) in the UK in GBP - ideally with a split of savings vs current account 2. The total volume of people's personal savings in ALL other media (stocks, bonds, ISA's/funds, mutual funds (ideally separately REITS and other real estate funds), crypto/gold/commodities/on-line investment platforms/crowdfunding platforms etc) in GBP by investment type 3. Same as (1) above for the EU in EUR 4. Same as (2) above for the EU in EUR PAR...

I own a YOLOv8 model formatted in keras-cv and need a skilled professional to convert it into the latest version of TensorFlow Lite. The crucial function of my model is its real-time object detection capabilities. The objective is to utilize this model for object detection on a Raspberry Pi, and this functionality must be maintained post-conversion. Ideal Skills and Experience: - Proficiency in TensorFlow Lite - Experience in YOLOv8 model - Familiarity with keras-cv format - Experience working with Raspberry Pi - Proven track record in object detection models conversion.