Test iq imagecông việc

I'm in need of a skilled professional who can conduct thorough testing on a range of electrical panels. Key Responsibilities: - ...Responsibilities: - Perform Voltage, Current, and Power Factor testing on a variety of electrical panels including Residential, Commercial and Industrial ones. - Ensure that the tests are conducted accurately and all relevant data is captured. - Document the results of the tests in a comprehensive and organized manner. Ideal Candidate: - Proficient in AutoCAD Electrical to effectively analyze and test the panels. - Experience with testing different kinds of panels including Residential, Commercial and Industrial. - Strong understanding of electrical systems and best practices. This is an urgent requirement and I'm looking for someone who ca...

I am in need of a seasoned Laravel developer to help improve the Core Web Vitals of my Laravel website. The we...62% Mobile performance = 28% Key Requirements: - Experience with Laravel framework - Strong knowledge of Core Web Vitals and performance optimization techniques - Ability to optimize both mobile and desktop performance Responsibilities: - Analyze the current performance of the website and identify areas for improvement - Implement performance optimization techniques to improve Core Web Vitals - Test and monitor the website's performance on both mobile and desktop platforms Skills and Experience: - Proficiency in Laravel framework - Experience in optimizing website performance, specifically focusing on Core Web Vitals - Familiarity with performance monitoring tools...

...predictive model. The aim is to forecast match outcomes using variables such as the playing XI, match location, and date. I possess datasets from historical test matches, and the goal is to create a model that can accurately predict match results based on user input data for the playing XI, match location, and date. While the dataset doesn't explicitly include playing XI information, it is implicitly available. I have initiated some groundwork on the project, which I will share with you to provide a starting point. Additionally, I'll provide further details as needed throughout the project duration. Key Tasks: - Develop a model capable of predicting test cricket match outcomes. - The model should also forecast player performance and team form. - Analysis of team...

Look at the samples attached!!!! If you do not know the content in the file, Do not apply You need to be available on 19/04/2024 from 2pm EST for 3.5 hrs. I need a fluid mechanics expert who is skilled in the application of turbo-machinery including the design and operation of typical wind and hydroelectric plants from first principles to the various types of turbo-machines cho...characteristic curves, similarity laws, specific speed, vibration, cavitation of hydraulic turbines, pump/turbines; variable speed machines including transients and hydraulic stability. This would be a tutoring position for solution help. We will discuss more. If you want to be considered, look at the samples attached and be prepared to submit sample solutions to the attached files. This is to test your pr...

I'm in search of an efficient Virtual Assistant (VA) to swiftly transfer over 100 product descriptions to my Wix Clothing and Apparel store. Key Responsibilities: - Copy product descriptions - Set product variations (i.e. color) - Define product sizes Project Requirements: - ...Clothing and Apparel store. Key Responsibilities: - Copy product descriptions - Set product variations (i.e. color) - Define product sizes Project Requirements: - Must be completed within 24 hrs - Ability to accurately copy and paste from digital format - Proficiency in Wix store management - Familiarity in Clothing and Apparel product details - Excellent attention to detail This task will test your speed and diligence. If you have the necessary skills and can work quickly, feel free to bid. PRE...

...make custom "Art" brushes in Paperjs like Illustrator. Apply these brushes to paths. Success Metrics: Test case 1 1. Create html page with canvas with paperjs. Should able to draw a path using Mouse click and drag or like a pencil. 2. There should be a brush stroke panel and it shuold have a brushes like crayon texture or others. 3. When user click on that path and apply brush stroke on that path(breizer curve). Test Case 2. Create a custom art brush. 1. User can upload an svg of grunged brush or crayon brush pattern in the canvas. 2. Click on that path and add to brush panel. 3. User can adjust brush panel options as given attached. Scalling options is must as shown in reference image. 4. User can create a circle or any new path, apply this newly create...

I have the following i need WIRING DIAGRAM to that connects ALL of these parts and that will actually make function when together. I will Test this before making any payment as to not waste my time. I would like the coding to use the (additional non power button) PiSugar 3 Button to turn on and off a solid bright white light from the Flora Neopixel . Upon Completion you are to send: Instructions Python Code Wiring Diagram I am using 1 Flora Neopixel, but also have a Neopixel Ring if not bright enough Timeframe: open Attached are my EXACT parts as listed in post title: Need help with clear installing OS to Orange Pi Zero 2W as well Orange Pi Zero 2W PiSugar 3 Raspberry Pi Camera Module v1.3 github: PiSugar 3 Please do not say

I need an graphic designer who can create 2D perforated sheet images for industrial use. - The images need to be simple in nature with basic hole patterns and spacing. - The final deliverable should be in JPEG format. Ideal Skills: Graphic design, Industrial design, 2D design. I am attaching two images for reference.

Hello, We want to expand our TEAM so serious writers are required to handle daily workload. Fluent English is a must. This is a...be zero tolerance towards AI Written or AI Assisted Content so don't waste our time. We use premium tools to detect AI Content or AI Assisted Content. So don't waste your time if you can't write human written content. To prove your writing skill and worthiness, have to write down a trial article based on our specific requirements -- freelancers unwilling to write test article need not to apply also. If our Editor approves your TEST ARTICLE you will surely get paid for that too so don't worry about that. PLEASE QUOTE the words:: "I READ ALL" in your BID unless your BID will be simply IGNORED and REPORTED TO FREELANCE...

I'm seeking a skilled professional to remove the black background from a specific image. This image should then have a red border surrounding the white areas. Finally, I require the image to be delivered in multiple formats, specifically .AI, .PNG, and .JPEG. Key tasks include: - Background removal: The black background must be completely removed from the image. - Red border addition: I need a thin, 1-2px red border to be added to the white areas within the image. - Multi-format delivery: The final image should be delivered in .AI, .PNG, and .JPEG file formats. The final image must have a high resolution of 300 dpi. This project would best suit a professional with advanced photo editing skills. Experience with Adobe Photoshop or simil...

I need a CDN expert who can specifically work with Cloudflare for image acceleration. The project involves ensuring my images load instantly on my site. This is a crucial requirement for me. Key Requirements: - Proficiency in working with Cloudflare for CDN acceleration, specifically for image optimization. - Ability to guarantee instant image loading on the site. Ideal Candidate: - Experience with Cloudflare CDN, especially in an e-commerce or image-heavy website. - Proven track record in optimizing images for high-speed delivery. - Able to work on a tight timeline and deliver results promptly.

Hi there I already have started project and going to finish in some hours. Last time you awarded me project and then revoked it. Thats why i did not ask you to award it immediately. I wanted to finish everything and send you output and then i would ask you to award and create milestone. I am almost done and finalizing project. I just had a question that if an image does not have title and comments it would be shown as blank or what ? Waiting for your answer. Kindly unblock me so i can show you my work. Thanks

I'm seeking a talented graphic designer to create various high-quality images that will act as the face of my brand. You will be designing a cover image, 2 background images, an avatar, a logo, a secondary logo, a mobile logo, an admin logo, and an icon. Here's what you should know: 1. Purpose: The cover image will be primarily for branding. It should effectively communicate who we are and what we do. 2. Colors: I prefer neutral colors like white, gray, and black – a minimalist scheme that exudes professionalism and sophistication. 3. Logo: Since I decided not to specify any particular elements or symbols for the logo, I give you the creative freedom to propose designs that you believe would best represent my brand. For this project, I would highly appre...

Our call center is looking for a remote Swedish or Norwegian speaker operator for a customer service job . 8 hours/day, Monday - Friday. Central Europe working hours. Inbound and email customer service for an online shop. 1 week test. Bid with your cheap cost per 20 hours (the test period). Please write a couple of line of your self or better send a CV. Thank you

...developer with expertise in image processing using OpenCV. The project aims to develop an application capable of detecting and analyzing specific shapes within complex images representing a stack of metal parts with known CAD drawings and the task is to identify types and counts of these metal parts in a given image. The focus will be on creating a robust system that can accurately identify and outline shapes against varied backgrounds and under different lighting conditions. Project Objectives: Create an efficient image processing application using OpenCV. Develop a method to detect shapes with high accuracy in images that have complex scenes. Ensure the system is versatile enough to handle different image qualities and operational scenarios. Core Responsib...

I'm in search of an efficient Virtual Assistant (VA) to swiftly transfer over 100 product descriptions to my Wix Clothing and Apparel store. Key Responsibilities: - Copy product descriptions - Set product variations (i.e. color) - Define product sizes Project Requirements: - ...Clothing and Apparel store. Key Responsibilities: - Copy product descriptions - Set product variations (i.e. color) - Define product sizes Project Requirements: - Must be completed within 24 hrs - Ability to accurately copy and paste from digital format - Proficiency in Wix store management - Familiarity in Clothing and Apparel product details - Excellent attention to detail This task will test your speed and diligence. If you have the necessary skills and can work quickly, feel free to bid. PRE...

Specific Task requirements: 1. Explain whether Rebecca is an Australian resident or a foreign resident for tax purposes during the year ended 30 June 2024. In answering this question, if you believe Rebecca is an Australian resident according to the ordinary concepts test, it is not necessary for you to also explain and apply any of the other 3 tests for individual residency (ie domicile test, 183-day rule and superannuation test). 2. Explain whether each of the income items in the table above should be included in Rebecca’s assessable income for the year ended 30 June 2024. 3. Explain whether each of the expense items incurred by Rebecca in the table above are tax deductible for the year ended 30 June 2024. 4. Briefly explain the process required for calcula...

I'm in urgent need of a proficient QA for testing my ecomm website and its admin functionalities. Key responsibilities: - Testing the product listing and search function - Checking the "add to cart" and checkout process - Ensuring the functionality of user registration and login system -admin panal with adding product and managing them -website UI Browsers/Devices expected to test are: - Chrome (Desktop) - Mobile: at least iPad, iPhone and Android The project needs to be executed ASAP. Ideal individuals should have prior experience in e-commerce website testing, expertise in using different browsers/devices, and can deliver results in a time-efficient manner. Expediency and attention to detail are paramount for this role.

I have a WooCommerce website with the PDF Catalog plugin installed and activated. However, when attempting to generate a PDF catalog, I'm faced with an error message. This issue has occurred recently after both the plugin and WordPress were updated. Key Requirements: - Troubleshoot and resolve the error message that appears when generating the PDF catalog - Identify and address potentia...Solid understanding of generating PDFs from WooCommerce products - Familiarity with recent updates and potential conflicts that may arise from them - I have issue with my pdf catalogue plugin. i just activated it. I cannot generate pdf: Please test it.

I'm currently seeking an experienced developer who can skillfully enable the resharing of my webapp's content on Facebook, Twitter, Instagram, and Whatsapp. Moreover, the ideal candidate should also have experience in implementing audioma...post their audiomark music link user B can stream it on our website without leaving our webapp, therefore, proficiency with Audiomark API is a must. Ideal Skills: - Expertise in API integration - Social Media platform protocols understanding - Experience with content resharing functions - Skillfulness with thumbnail configurations Backend was build PHP laravel MySQL , frontend tailwin css vue.js Test the webapp @ If you have the detailed know-how in these areas, your expertise would be a perfect fit. We are excited to see your bids...

...all historical reports for his/her tests done at lab and his/her family members. These reports database has to be built from existing lab software. Sending link for doctors review , and doctor can check these reports through bitly link received on whatsapp/sms with OTP authentication - For Lab Staff - Admin module to assign Home Collections with google map navigation, Task assignment, To check test prices and offer discount and collect charges from the patients by sending link or through QR, Send reports to referring doctor or patient why Whatsapp. - For referring doctor - Entire list for given period, His patient reports and MIS on charges etc. The ideal candidate should have experience in full stack development and be skilled in working with at least one of the suggested pl...

I Have Citrix XenApp 7.18 installed in my test environment everything working ok using Citrix workspace and receiver application what I am looking for Configure Citrix XenApp to enable users to access Citrix Receiver from the web using HTML5 technology, without the need for a Citrix Gateway appliance.

I'm looking for a skilled statistician to assist me in analyzing my thesis data. The main focus of my research is comparing different groups and I have a mix of continuous and categorical data that needs to be examined. I specifically wish to apply T-test statistical methods. Key Requirements: - Proficiency in T-test analysis - Strong background in handling mixed data types - Experience with thesis-level data analysis Your role will be crucial in helping me draw meaningful conclusions from my data. If you have the required skills and experience, I would love to discuss the project further with you.

I need to smoothly migrate my WordPress site to a new web host. I've already purchased a new hosting ...smoothly migrate my WordPress site to a new web host. I've already purchased a new hosting plan. I have the export of the website and database ready to provide. Key Tasks: - Migrate WordPress Website: Ensure a secure and successful migration of my entire website to the new host. - Database Handling: Properly move and configure the database to the new hosting environment. - Post-Migration Testing: Test the website thoroughly post-migration to ensure everything is running smoothly. Skills and Experience: - Proven experience in WordPress migration and handling databases. - Attention to detail to ensure a seamless migration process. - Strong communication skills and cus...

...duplicates articles and assigns them to a new category. You should be able to specify different categories from which the plugin then takes the articles and publishes them (time-controlled, wp-cron) in a new category. The plugin should then check, for example, once an hour whether there are NEW articles in the source category and then duplicate them as a NEW ARTICLE in the target category. The cover image should also be included (not duplicated, but simply assigned to the article from the URL), as well as all formatting and other content of the post (including theme-specific settings). It must be possible to specify multiple tasks with source and target categories (selection fields), as well as a time control for each task. If several target categories are clicked on, then the...

The posting is for building and deploying the web application of a simple project where users can perform the following actions: 1. Login/Signup with a web3 framework integration (Alternatives: Web3Auth, Thirdweb) 2. Generating images given a user prompt 3. Listing of previously generated images 4. Sharing generated images on social media platforms (Just basic URL redirection would do the job) 5. Basic profile displaying and editing The tech stack is open to discussion, we'd love to hear your view on how each stack differs from each other in different aspects. Backend is fully ready, the API docs will be available pretty soon. The finalized design can be delivered within max. 1-2 days inside the desired platform of choice (Figma, Canva, etc.). Time frame: 15 days

*Hii please Note - we are looking full time developer in monthly basis* I require a developer skilled in PHP and Android development to build an interactive educational application. This app will primarily be geared towards video classes, pdf material and incorporate test series. Key Features: - Video Classes: Users should be able to stream educational video material. - PDF Viewer: The app should feature a built-in pdf viewer for reading course materials. - Test Series: Users should have the ability to take a series of tests as part of their distance learning experience. - User Registration and Login: The app must have a user-friendly registration and login feature. Ideal Skills: - Proficient in Android development, specifically in designing apps for educational purposes...

I'm looking for a web developer to create a personal webpage with camera access, image overlay, and camera switch functionality. The project is not aimed at an app, but rather a normal website page. Requirements: - Develop a webpage that supports opening the camera on a mobile device. - Implement an image overlay feature that will be visible while using the camera. - Include a button to record video with the overlay image. - Enable the user to switch between the front and back camera. Ideal Skills & Experience: - Proficiency in front-end web development, particularly in integrating camera and image overlay functionalities. - Experience in creating user-friendly interfaces that are accessible on both iOS and Android devices. - Knowledge of frameworks t...

...integration and others too Budget? will not be disclosed, place your best bid to get considered What is next? We will share you a NDA and afterwards a paid test task. Payment? - you estimate in a WBS (optimistic, expected, pessimistic, where optimistic < expected < pessimistic) after getting the task - we discuss about clearances and effort - we mutually agree to effort - we agree to delivery dates - 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 wor...

...required hours you want to bill PER milestone Payment? - you estimate in a WBS (optimistic, expected, pessimistic, where optimistic < expected < pessimistic) after getting the task - we discuss about clearances and effort - we mutually agree to effort - 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 ...

I'm in need of a skilled programmer to help implement two Python-written softwares/plugins into my WordPress website. - The first software is a chatbot, which I'd like users to interact with via the website's footer. - The second software is focused on lead generation. Ideal candidates should have: - Proficiency in Python - Extensive experience with ...the website's footer. - The second software is focused on lead generation. Ideal candidates should have: - Proficiency in Python - Extensive experience with WordPress - Previous experience with chatbot implementation - Proven track record in lead generation tools Please bid with relevant experience and a clear plan on how you plan to tackle this project. I look forward to working with you. Test sites are a...

I'm in need of an expert app developer proficient with both Android and iOS platforms to create an advanced image-to-text generator application. The main functions of this application include: - Conversion of images into clear, editable text. - Saving the converted text into a document, specifically in TXT file format. There is no specific style or layout requirement, your main goal should be the functionality and efficiency of the app. The design and UX/UI should be user-friendly and interactive. The successful freelancer should demonstrate: - Vast experience in both Android and iOS app development - Proven track record in creating and maintaining image-to-text apps or similar - A detail-oriented approach focused on precision and accuracy. Your responsibiliti...

I'm looking for a skilled thumbnail designer to create eye-catching, vibrant YouTube thumbnails for my channel. Key Requirements: - Design Style: The desired style for these thumbnails is bright and eye-catching. - Font Usage: Text must be incorporated into these thumbnails using specific fonts. For test purpose —redesign the thumbnail attached below ,and mail at( at the rate gmail.com.)

I'm looking for a skilled photo editor who can provide professional color correction. The images will be utilized for print purposes, so it's crucial to make them print-ready. Key Requirements...enhancing the image's natural appearance. - Print Optimization: The images should be adjusted in a way that ensures optimal print quality. Ideal Skills and Experience: - Strong portfolio in photo editing and color correction, with a specific emphasis on print-ready images. - Proficiency in using software like Adobe Photoshop or Lightroom. - Attention to detail and a good eye for aesthetics and image quality. If you're confident in your ability to meet these requirements and produce top-notch, print-ready images with a natural and realistic color correction, please d...

I'm seeking a marketing expert to promote an app designed for female entrepreneurs in the United States. I'm planning to test a hypothesis for a product solution that targets American female CEOs. The product is a one-way messaging app designed for business use, which aims to streamline communication. However, a current challenge is that users are not inviting others after signing up, which impedes proper hypothesis testing. I need to create prompts that encourage user action. Could you provide your perspective as an American and assist me with this?

Hello, I am looking for someone able to navigate to my website as user and check if there is any issue to fix/improve. You have to search products, place an order, change language and collec informations in a report. Thank you Aldo

I need a US based ONLY skilled hobbyist to assemble and thoroughly test a USB or AC powered, waterproof, ultrasonic device with sensor, capable of sensing obstacles up to a distance of 2 or 3 meters. Adjustable distance is mandatory when object is closer than distance set, then alarm beeps a few times. Minimum distance for alerts 2 inches-can discuss. So if I set for let's say 2 inches and am (my car) closer than 2 inches, buzzer goes off. Only measuring if something is closer than limit set. The sensor should come with a buzzer/beep feature for alerting upon the detection of obstacles in this case my car pulling up too close to garage. **Bugs, weather, rain, changes in lighting should not set tge buzzer off. Should he a solid object that lingers for one second or so.. ...

I'm seeking a skilled professional to conduct a 2-minute typing test with a speed of 50-60 wpm on my behalf. This is in preparation for an upcoming job application. There is no need for specific guidelines or requirements. Your responsibilities are as follows: - Conduct the typing test to assess speed and accuracy - Provide regular progress updates and feedback Ideal candidate must possess: - Excellent typing skills - Experience in preparing for similar tests - Good judgment and the ability to work without guidance.

I'm seeking an expert in SPSS for a statistical significance analysis. This analysis is crucial for understanding the impact of specific factors in our data and identifying relationships between variables. The ideal candidate should have: - Proficiency in SPSS - Experience in conducting statistical significance test - Ability to interpret results and draw appropriate conclusions.

I have initiated an engaging sports psychology research project that is primarily aimed to evaluate the statistical significance of a set of data. With a sample size 150, the project largely involves the analysis of numeric data and values. Requirements 1) Normality testing 2) Correlation analysis 3) Moderation analysis 4) T - test 5) Reliability Ideal Experience and skills for the project: * Extensive experience in SPSS (version 21 and above) * Advanced analytical and statistical knowledge * Proven record performing research projects on statistical significance * Proficient in numeric data analysis Task Description: * Evaluation of statistical significance of the sample data * Detailed analysis of numeric data patterns * Create a comprehensive report of findings, highlighti...

I am looking for a knowledgeable freelancer to support me in implementing Optical Character Recognition (OCR) on images for the purpose of extracting text. mainly on google docs/drive then storing that text in a seperate folder This task involves: - Using OCR to pull text from a variety of images accurately. - Utilizing the text extracted to engage with the ChatGPT API. The goal is to generate synthetic text from the obtained information. The perfect candidate for this job is one with experience in OCR systems, proficiency in using ChatGPT API, and a deep understanding of automation for enhancing process efficiency. Successful completion of this task will result in a system that is not just efficient but reliable in minimizing error margins—increasing overall productivity. Idea...

Hi Trong Hieu L. This is building on top of the pytorch DDP code you wrote for me about 6 - 12 months ago. I would like you to convert it to huggingface Accelerate framework. Test on vinbigdata and CXR8 dataset on 8 Nvidia GPUs. Much of the code should be similar to before. Only need to migrate to Accelerate. Are you happy to do it?

My gym (Apex Gymnastics) is re-launching our ninja/parkour program with a big announcement with new ninja equipment being added (rock wall climbing and swinging challenges). I used AI to make a photo that looked cool, but as you can see, there are some issues (the spacing on the word "Are", the faces and sometimes squished bodies). I love the overall style, so I'm hoping someone can either tweak this one or just make an entirely new one (probably in this same style, but I'm theoretically open to anything!). I'd like our logo in there as well - attached as a PNG and AI). If it can be done well, it wouldn't hurt to get our website on it as well ()

For this task, my main goal is to apply and manage cash flow on MS Project. I am seeking an expert in MS Project with a deep understanding of financial performance forecasting. Key Functions: Taking your assignment 1 baseline plan, analyse the project to test various feasibility options. Show how you have improved both the efficiency effectiveness, reduced risk and added value potential with those options. As you did with PART1 Use Gantt, Cashflow and Risk tools to illustrate the detail (templates for these tools are provided for you. • Apply a financial perspective to MS Project tasks • Ability to predict financial performance Skills and Experience: • Advanced proficiency in MS Project • Expertise in financial forecasting and management • Fami...

...data should leverage export and import functionality. Despite not having specific recipe categories to be prioritized during this migration, attention to detail is critical to ensure that all recipe information, including text and associated images, is accurately and completely migrated. A deep understanding of WordPress is required for this task, along with skills in data export and import, image handling, and website migration. The successful freelancer for this task will have: 1. Proficient WordPress skills 2. Knowledge of data export and import procedures 3. A keen eye for detail when handling data and images 4. Demonstrable experience in website migration The undertaking needs to be meticulous and systematic to prevent any loss or misplacement of data during the migrat...

Looking for someone that can add a plugin to our existing website (created with laravel by botble. See this link for the...panel for payment options allowed. Certain product categories can be paid with credit card whereas the others cannot. So something like cc_allowed and the answer would be y or n. Upon the options in the checkout if cc not allowed then this option won’t be available to the customer. You will do the above mentioned functionality and pages and popups if need be. There will also need to be a way to test this functionality before it goes live to the public. This project is only for one individual (no agencies) that currently has no work load and can complete this project within 48 hours of starting. All funds will be released once verified code is working ...

I am looking for someone to test out an app or two for me. Must be U.S. based

...64. Notably, the step requires a comprehensive skill set: - simplified version - original version • Proficiency in the usage of cc65 and familiarity with Pymite. • Exceptional attention to details to achieve full compatibility between Arduino-Pymite and cc65 for Commodore 64. • Ability to exhaustively test and debug for optimal performance. As I have not started to work on this, it's essentially a from-scratch operation. Moreover, full compatibility between Arduino-Pymite and cc65 for Commodore 64 is a non-negotiable requirement. Fortunately, I will be providing all necessary resources, which include required tools, firmware, and hardware for testing purposes. It is critical that the freelancer

Hi, So i am here looking for some active participants to work on this task of listing. A test will be taken for the task. It's a one time task and won’t tale much of time. All the required information will be provided. Kindly make sure to ask everything to make things clear and the pay will ne given according to the task. Newbies are preferred. Thanks

The objective of this project is to develop a robust image recognition system tailored for processing images of shop shelves in batch. The system must employ state of the art deep learning techniques to accurately detect and count all products displayed on the shelves. Additionally, it will be deployed as a microservice in the cloud, providing endpoints for uploading images of products to detect and images of shelves, and retrieving results including the positions of detected objects and their categories.