Image stock car shirt jobs
Productcatalog for technical parts and for automobile car/truck parts (lighting) Do you have experience in technical parts product catalogs? Than let us know and send us via message a reference catalog from you and the price for the layout, optional add the price for automatic eding via a productlist from excel with photos to create the catalog. Send us a message with a reference catalog, maybe german language catalog or for europe with technical parts products.
Overview: We are seeking a skilled UI/UX designer to create the design for a fantasy sports app. The app will provide users with an engaging platform to participate in various fantasy sports leagues and competitions. Key Features: Splash Screen: A visually appealing splash screen that captivates users' attention and sets the tone for the app experience. App Opening Screen: A seamless...prototypes demonstrating user flow and interaction design. Any additional design assets required for development. Timeframe Please provide an estimated timeframe for completion of the project, including milestones for design iterations and final delivery. Cost: Please provide a detailed breakdown of the project cost, including any additional expenses such as licensing fees for design tools or st...
Want to build a specialized CRM system for a motor car dealership. The dealership will use it for customer communications and to personalise customers experience. It will collect/record sales data as well as customer information and serve as a repository of data for salesman to use to be able to upsell to customers, be notified about personal milestones and celebrations as well as track communications and provide notifications. Further information on the project will be sent as a freelancer is chosen. Please read brief and only bid if your amount fits with my budget.
...project. This task involves purchasing Orangina soft drink from at least two different stores, entering specific product data on our platform, labeling the purchased items clearly, and preparing for their shipment to Ireland. **Task Overview:** - **Purchase Orangina:** Secure 29 bottles of Orangina from a minimum of two distinct retail locations. Preference for varying shops to compare regional stock variances. - **Data Entry:** Log into our online platform to input two critical pieces of information for each product: the best before date and the store from where it was purchased. - **Labeling:** Each of the 29 bottles must be labeled in a manner that correlates with the entered data, ensuring no discrepancies. - **Shipping Coordination:** Prepare the samples for shipping. The p...
...project. This task involves purchasing Orangina soft drink from at least two different stores, entering specific product data on our platform, labeling the purchased items clearly, and preparing for their shipment to Ireland. **Task Overview:** - **Purchase Orangina:** Secure 4 bottles of Orangina from a minimum of two distinct retail locations. Preference for varying shops to compare regional stock variances. - **Data Entry:** Log into our online platform to input two critical pieces of information for each product: the best before date and the store from where it was purchased. - **Labeling:** Each of the 4 bottles must be labeled in a manner that correlates with the entered data, ensuring no discrepancies. - **Shipping Coordination:** Prepare the samples for shipping. The pro...
Seeking freelancer in Portugal (preferably in the Arganil region) Are you a proactive multitasker based in Portugal, near Arganil, looking for flexible work opportunities? I am in search of a dynamic freelancer who is fluent in both Portuguese and Engli...who is fluent in both Portuguese and English to assist with various tasks. Long term work, short tasks every now and then. Responsibilities include: Researching local companies and products Making phone calls Occasional site visits as required Stable internet connection for remote tasks Requirements: ✔ Fluency in Portuguese and English ✔ Reliable internet and phone communication ✔ Access to a car and a valid driver's license I offer a fixed hourly price of 8 euro per hour, but I am open to discuss a project-based price...
...Precision Pipe Repair. The logo will be an abbreviated version, featuring the initials 'PPR' along with a combination of text and symbol. Logo : PPR Company Motto : Second To None Key Requirements: - Initials (PPR) should be the central focus of the logo - A combination of text and symbol should be included - The design should exude an aura of prestige and look perfect on a trucker's hat, polo shirt, etc. - The theme colours of the logo are Green and Black, in line with our existing logo Font Style: - The font should be bold and modern, but also reflect strength, futurism, technology, and professionalism. A robotic style is desired. Shape of the Logo: - I have a preference for a circular shape for the logo, but I am open to other suggestions as well. The ide...
I'm seeking a talented designer who can create fun, eye-catching slogans for my t-shirt, hoodies, and sweatshirts. While I'll provide the content, I'd appreciate your creative input and expertise on the following matters: - **Language:** The primary language for these slogans will be Marathi, so proficiency in this language is essential. - **Style:** I'm looking for a funky, modern design. The slogans should be vibrant and appealing to a young and trendy audience. - **Color Scheme:** I'd also need some assistance with choosing the color scheme for each product type. This means you should be able to suggest different color combinations for t-shirts, hoodies, and sweatshirts that will best complement the design and appeal to the target market. Ideal candida...
I'm looking for a skilled individual who has a good understanding of Mechanical Engineering and Data Science to help me set up a database that records the live feed of on-board sensors in a car. Key Responsibilities: - Utilizing an On-Board Diagnostic Tool and an app to record the data - Implementing a database to store the collected sensor data - Analyzing the data primarily for predictive maintenance using statistical analysis Ideal Skills: - Mechanical Engineering background - Proficiency in working with On-Board Diagnostic Tools - Strong experience in statistical analysis - Knowledge of database management systems and data analysis tools - Experience in predictive maintenance is a plus This project requires attention to detail, analytical thinking, and the ability to tr...
As an Audi owner, I'm currently seeking a proficient car mechanic who specializes in engine maintenance and repair. The project involves a major repair on my Audi's engine. Essential Skills and Experience: - Specialist knowledge of Audi vehicles - Proven experience in engine repair - Ability to diagnose and solve complex engine problems - Excellent reliability and time management
I'm in need of a talented and creative logo designer who can create an illustrative, sports-themed logo for my t-shirt brand. The logo will be primarily utilized for printing on t-shirts. Key Requirements: - Illustrative Design: I'm seeking a design that embodies the energy, dynamism, and passion of sports. The logo should be visually appealing and capable of catching the attention of sports enthusiasts. - Understanding of Print Design: The logo will be primarily used for printing on t-shirts, so the design should be adaptable to this medium. Experience in designing for print will be highly regarded. Ideal Skills and Experience: - Proven experience in logo design - Proficiency in illustration - Previous work in sports-related design is a plus - Understanding of print d...
I'm looking for a freelance vector artist to convert my file into an high quality AI format. The job is straightforward and only requires direct convers...resolution requirements I would like to adhere by. Freelancers adept at working with Adobe Illustrator and experienced in maintaining high-quality resolution during the conversion process would be an excellent fit. We'll discuss the specifications once we begin the project. Your task is simple: - Convert the attached file into both AI and PDF format - Please provide the image in high resolution as it will be printed on a t-shirt Please bid with a time and cost estimate, and let me know if you need any more details. Proficiency in English is a bonus as it would aid our communication. Let's collaborate and...
Hi, we need a c# .net/ maui package similar to with same functionality but with support for iOS in addition to existing platforms. Please don't ask for further details before you checked the package's page. Requirements: - the package must be able to Convert PDFs into images (save the whole pages to images, not just export existing images on pdf); - the package must provide iOS compatibility; - the package must provide a parameter to specify jpeg compression level and preserve colors; - the package must be developed in c#, compliant with .net/.net framework/Mono and ready to be used in windows/ maui ios & android projects; - the developer must provide c#, not hardcoded and fully commented source code; - the developer can't use third party components except for open so...
I'm seeking a freelancer with great design sense and knowledge of color psychology to upgrade my current logo. The main objective is to create a more professional image for my business. A couple of specifics: - Color Scheme Alteration: The current color scheme is orange and green. I'm looking to replace the dark green with a purple like in one of the attached images. The image of the bull in the logo is generic, id like the photo of the bull attached put in its position. Your portfolio with relevant previous works will be highly appreciated during the selection process.
I need some help with a dat...some help with a data model I created in Power Pivot. I have 2 data sets: one is Sales and the other is Stock. I have added both data sets to my data model and am now trying to create a pivot which pulls data from both tables. My Sales table pulls the data perfectly but the Stock table does not. Some context... When I pulled the data into the data model I added a column which I called DataModelLink. This created a 1 (Sales) to many (Stock) relationship between the two tables. As an example, I tried to pull the data of one particular style which had one line in the Sales table but 2 lines in the Stock table. For this reason, my Pivot is only reading one of two of the lines on the Stock data table. I am happy to share the...
I need someone skilled in Photoshop for a personal project. The task primarily involves removing an existing background from an image and replacing it with another, which I already have at hand. In light of the nature of the project, I'm looking for: - A professional with a knack for image editing, specifically in Photoshop. - Experience with background removal and image replacement. - Ability to work with diligence and sensitivity, as the final product is for personal use. - Great attention to detail and creative adaptability to enhance the overall image aesthetic. If you align with these skills and can deliver high-quality results, please bid!
I'm looking for someone who can remodel a plastic cup holder insert for a car. The current insert needs to be replicated and modified for 3D printing. The primary goal is to enhance its durability as it's intended to hold standard drinks. Key Points: - The existing cup holder insert is made of plastic. The new design should be compatible with this material. - The focus is on improving its durability. Your experience in material selection and design for durability will be crucial. - The insert will be used primarily for holding standard drinks. Ensure the design is well-suited for this purpose. - Expertise in 3D modeling and printing is a must. Previous experience with automotive parts or accessories would be a big plus. If you think you're the right fit for this pro...
I'm on the lookout for an innovative graphic designer experienced in developing realistic designs. The project will involve creating a graphic for a T-shirt featuring the faces of three people artistically integrated into the image of three owls. Here's what is required: - Expertise in realistic graphic design - Skill in seamlessly integrating human photos into animal imagery - Strong attention to detail to maintain realism and quality - Experience with t-shirt graphic design would be an advantage. You'll be given the photos, and your task is to incorporation the faces to the owls maintaining the natural look of the owls.
...read the attached instruction sheet along with below details before you bid Kindly bid if you are experienced in image editing...set in pixel -900 X 700+save to .png format and webp format The sample of the requirement is attached for your reference.... your quote will be considered for 1000 products images. All the images is for grocery shop 1) All products should be cropped individually from the brochure or image or website link, The same shall be shared to you as per the required data. Any visible imperfections need to be painstakingly cleared off. Each picture will have to be improved in terms of lighting and contrast to make it more visually appealing. 2) the Size of the image should be 900 X 700 (Sample attached for your reference) 3) No Duplicates images s...
As the project leader in this task of modeling 3D car characters based on the Pixar movie "Cars", I am looking for an expert artist in Blender. Working from images as a guide, your task is to bring an accurate 3D model to life. -Key requirements: - Mastery of the use of Blender software. - Strong ability to accurately model based on the reference images provided. - Ability to prominently apply specific textures to the model. Your finesse with Blender and attention to detail will be invaluable for this project. Execute with precision and you will be our perfect freelancer.
I'm seeking a skilled editor for a long-term position for multiple projects with my content agency, primarily serving health and fitness coaches & my own personal brand. I run a short-format content agency that edits videos for coaches. Videos will be primarily talking head videos. The videos are up-to 60 seconds long and I expect you to edit subtitles, b-roll, stock footage, dynamic motion/graphics and make the video in general: entertaining and highly engaging. I am looking for a person that can be my full time editor for the next 6-12 months with the possibility of consistent pay-raises when the agency experiences growth. You will be paid 8USD for every video-edit. Paid on a per video basis (not hourly) The process is super streamlined! All videos are tailored b...
...collect product information on vehicles that have or will have the technologies described in the “Technology Description” section below. <Technology Description> This technology is a technique that uses light to draw on the road surface in the direction the car is moving. The light changes direction and color based on the direction the car is moving. For example, the light drawing appears white behind the car when the car is in reverse, and orange on the left rear side of the car when it is making a left turn. <<NOTICE>> The target car brands in this search are limited to Japan, US, and Chinese brands. <Requirements for Payment> ・Submit documentary evidence that clearly states the details of the subject pro...
...steering and performs calculations related to automatic driving control. Continue. During a lane change, if the driver steers in the same direction as the direction of steering due to the lane change, and the conditions for stopping the lane change are met, the system notifies the driver that automatic driving control has ended. Please search for this technology in this contest. <<NOTICE>>The target car brands in this search are limited to Jaguar or Land Rover. <Requirements for Payment> ・Submit documentary evidence that clearly states the details of the subject product, the name of the company selling the product, and the company that plans to sell the product. Documentary evidence includes websites, YouTube videos, repair manuals, photos of the actual produc...
...system should request the driver to end automatic driving during automatic driving, the system will continue automatic driving and prepare for manual driving. The system notifies the driver to operate the control device to end autonomous driving without notifying the driver that the automatic operation will be terminated. Please search for this technology in this contest. <<NOTICE>> The target car brands in this search are limited to Jaguar or Land Rover. <Requirements for Payment> ・Submit documentary evidence that clearly states the details of the subject product, the name of the company selling the product, and the company that plans to sell the product. Documentary evidence includes websites, YouTube videos, repair manuals, photos of the actual product, veh...
Im looking to have a logo designed to put on t-shirts and make a decal to put on my trailer for my drift team, B.A.D Drifting is the name. I would like to have the drifting part be in the racing font like in the picture I’ve attached. The B.A.D font part and what I’d like surrounding the logo I’m unsure of, definitely want something bold/sharp. Something that may help is we really like sprint car designs like the one pictured if that helps. Really like blue, purple, orange, black, white, grey colors.
Hi Sahil B., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
...automatic braking of the vehicles. This system can detect obstacles in front of the car and automatically stop the car in case of a potential collision. The system measures the distance and relative speed to obstacles and automatically adjusts the car's braking power accordingly. When the braking force reaches a predetermined value from its upper limit, the braking force is weakened. The upper limit of braking force is set to increase over time after a predetermined amount of time has elapsed from the start of braking. The purpose of this system is to allow vehicles following to react appropriately to vehicles that brake automatically. Please search for this technology in this contest. <<NOTICE>> The target car brands in this search are limited to...
...respectively implements driving support functions, outputs instructions based on a control command after arbitration to a processor that is able to control at least one of a brake actuator or a drive actuator. This technology also acquires a steering angle and a yaw rate as the control commands from the driving support applications. Please search for this technology in this contest. <<NOTICE>> The target car brands in this search are limited to US, European, Chinese, and South Korean brands. <Requirements for Payment> ・Submit documentary evidence that clearly states the details of the subject product, the name of the company selling the product, and the company that plans to sell the product. Documentary evidence includes websites, YouTube videos, repair manu...
Hello, I am glad to submit the quotation for your requirement. Given the images of disks with holes, finding out missing spot (hole) numbers. The number of holes are 8, 6 or 4. Thanks.
...skilled developer to create an AI image generator capable of creating images for clothing items. The aim is to provide unique designs for various clothing items including T-shirts, Hoodies, and sweaters. The AI should not be limited in its creativity and the generated designs should span multiple themes including Abstract, Cartoon characters, Nature patterns, and more. Key project requirements are: - The AI should generate images on T-shirts, Hoodies, and sweaters. - A vast array of style/theme options must be incorporated. - The image resolution must be high (300 dpi), formatted as PNG. Ideal candidates should have experience in AI programming, graphic design, and an understanding of clothing design. Poting your previous works related to AI image ge...
Project description: I'm seeking a proficient local network cabling contractor to handle projects and technical support. The task involves installation of network equipment (switches, access points, and security cameras for both indoor and outdoor areas). Your role will involve: - Mount/Install network equipment as directed - Field technical support - Remote support Contractor should c...should have extensive experience with network cabling and a track record of executing similar projects successfully. It's crucial for the freelancer to be proficient in handling varieties of network cables especially Cat 5e, Cat 6 and Fiber optic cables, and familiar with network switches, access points, speakers, and security camera installations both indoor and outdoor. Equipment:...
I am looking for a skilled graphic designer to create a striking and unique logo for my brand, Exotic Car Studio. Here are the specifics: - I haven't zeroed on any specific color scheme yet, so I'd appreciate some color palette proposals from your creative viewpoint. - I'm on a tight schedule. I need the finished project delivered ASAP. - Relevant Experience: Applicants should have prior experience in logo design, ideally for automotive or high-end brands. Let's create a symbol that visually embodies the luxury and exclusivity my brand represents.
I'm looking for a skilled illustrator who can create realistic drawings of classic cars for my t-shirt business. Key Requirements: - Style: Realistic - the cars should be depicted in a detailed and lifelike manner. - Models: Focus on classic cars - think vintage vehicles with a touch of nostalgia. - Usage: The drawings will be featured on the back side of the t-shirts. - need to know cars and engines and be able to make them look like they should Ideal Skills and Experience: - Proficiency in realistic illustration, particularly of cars. - Experience in creating designs for apparel or merchandise. - Knowledge and appreciation of classic car models. Please provide a brief portfolio or samples of your previous work in a similar style. The selected freelancer may be offe...
I need an Excel 365 PowerQuery or VBA script that can fetch daily market data and handle potential data source interruptions or changes. Google Shhets example =INDEX(IMPORTXML("" & C31, "//span[@class='mod-ui-data-list__value']"), 1, 1). <Where C31 = Cell containing the Stock eg GB00B8XYYQ86, LU1033663649 or GB00B0CNH163 I need an identical function in MS365 Excel - either with PowerQuery OR VBA (preferable) Ideal skills: - Proficiency in Excel 365 and PowerQuery and VBA - Experience in web scraping and handling dynamic data sources. I am after a fixed quote for this project.
I'm looking to capture my family history in a unique and timeless way. This will involve creating a comprehensive documentation of our family history. Additionally, I'd like to have an exact replica of a cherished family T-shirt, which holds sentimental value. Key Requirements: - Replication of Family T-Shirt: I'm in need of a skilled individual who can recreate an exact duplicate of a special family t-shirt. The ideal candidate should be able to produce a high-quality replica with a strong attention to detail. - Skilled in garment replication or fashion design - Attention to detail and ability to recreate a piece accurately Please let me know if you're interested and have the necessary skills for this unique project.
...management of customer orders, inventory, and shipping. Key Features: 1. Customer Management - Store customer information including name, address, email, and phone number. - Track customer order history. - Customer feedback and preferences. 2. Inventory Management - Maintain a detailed list of products, including product ID, name, description, quantity in stock, and reorder levels. - Automated alerts for low stock levels. 3. Order Management - Enable creation of new orders with customer information, order details (product, quantity, price), and shipping method. - Track order status (received, processing, shipped, delivered). - Generate invoices and receipts for orders. 4. Shipping and Delivery Tracking - Record shipping details, including carrier...
...talented video ad creator to help promote a specific luxury car model, with a key focus on portraying its comfort and high-end traits. This video ad aims to target business professionals who are in the market for luxurious rides. Key Details: - The video must creatively emphasize the luxury and comfort the car offers, showing it as an appealing choice for business professionals. - The storyline, graphics, and aesthetics should all contribute to an elegant, luxurious ambiance that reflects the quality and comfort of this car model. Ideal Skills: - Experience in creating high-quality video advertisements, especially for luxury items - Ability to curate a video ad that communicates luxury and comfort - Knowledge of the luxury car industry and its target cu...
...talented video ad creator to help promote a specific luxury car model, with a key focus on portraying its comfort and high-end traits. This video ad aims to target business professionals who are in the market for luxurious rides. Key Details: - The video must creatively emphasize the luxury and comfort the car offers, showing it as an appealing choice for business professionals. - The storyline, graphics, and aesthetics should all contribute to an elegant, luxurious ambiance that reflects the quality and comfort of this car model. Ideal Skills: - Experience in creating high-quality video advertisements, especially for luxury items - Ability to curate a video ad that communicates luxury and comfort - Knowledge of the luxury car industry and its target cu...
I need a professional image editing expert to work on a photo that involves removing a person from the background and cropping the two girls together. Key Requirements: - Remove the guy: The main task for this project is to remove the person in the background. - Crop the two girls together: After removing the guy, the two girls remaining in the image need to be cropped and placed together seamlessly. - Adjust the lighting: I would like the final image to have good lighting that makes it visually appealing. - Color correction: Additionally, I need some color correction to be done to the image to enhance its overall appeal. Output Format: - The final edited image should be in JPEG format. Ideal Skills and Experience: - Proficiency in image editin...
Hi I have a python matplotlib script that allows user to scroll through a 3D image, in nifti file format. It has a slider that allows you to scroll through the z axis of the image. I would like for the image to have a text box that updates chosen coordinates that are selected by clicking on the image at a given slice. I would like for the chosen coordinates to only update if the user clicks on the canvas where the image is. I would also like for the text box to be outside the canvas and slider. If you have previous experience with Matplotlib, this should be no problem. Thank you!
I'm looking for a skilled Python developer with experience in GPU programming using CUDA to assist in a project that involves image processing and data analysis. - I have a python code and I need to modify it to work with GPU the code takes an image changes its pixels one by one and each pixel change calculates new image hashes if images hash satisfies some specs it save image and code ends. this is whole python code is doing now. it is a 40 lines code. very simple for someone who knows how to code on cuda.
...need of a talented graphic designer to create a unique and visually appealing t-shirt design with an automotive theme. The design should prominently feature wheel images while incorporating elements of creativity and style. Key Requirements: - Proficiency in graphic design, particularly in the context of apparel - GTECHNIQ logo Can be prominent or subtle on wheel spoke...or both - Use the term WHEEL ARMOUR and/or C5 - We like the style wheel attached, but lose the branding - Black shirt - Design colors can be red, white or grey - Ability to create a design that is both unique and commercially appealing - Attention to detail and willingness to incorporate feedback as needed - Experience in designing for t-shirt printing is a plus If you have a passion for cars and ...
I'm in immediate need of a cloud-based stock management software with barcode generation, scanning, stock quantity tracking, and weight measurement functions. The system should enable me to: - Generate and scan barcodes for every product in my stock - Track the quantity of each item I have in stock - Measure the weight of my stock in grams I prefer a cloud-based solution that can be accessed and updated from any internet-connected device. The software should have an easy to use interface and be able to: - Enable manual entry of stock data - Support updating stock information by scanning barcodes - Automatically update stock data from my sales records The software could be developed in Excel, as long as it's accessible on...
More details: What is the desired color scheme for the HTML emails? Vibrant colors What type of data is being displayed in the emails? Graphs and charts How sophisticated should the timeline image design be? Moderate complexity with some unique elements
I'm looking for a skilled developer to create a comprehensive, easy-to-use ERP software tailored to the gold and diamond jewellery industry. This system will be integrated with e-commerce and feature several additional modules. Key features required: - Inventory Management: The system should efficiently track our jewellery stock levels. - Sales Tracking: Real-time data on our sales performance. - Customer Management: To maintain a customer database. - Credit Management: Tracking outstanding credit and sending payment reminders. - Finance Management: Tracking income and generating financial reports. - CRM: To maintain good relationships with our customers. - E-commerce Integration: Development of a functional e-commerce website and application. - POS: A point of sale system for...
I am seeking a proficient Python coder who can convert my current pinescript strategy into Python co...backtesting of multiple stocks in batches. - The intended outcome is to accurately analyze the performance of the strategy across different stocks. Required Knowledge & Skills: - Deep understanding of Python coding and algorithm optimization. - Understanding of financial indicators especially the supertrend and SMA. - Experience in handling financial data for backtesting, including historical stock prices, volume data, and multi timeframe. Note that the exact rules for the long and short entries will be provided once you're selected for this project. Familiarity with Pinescript is highly desired. The goal here is for Python code to accurately replicate the Pinescript str...
I'm looking for a talented freelancer who can assist with scraping automobile ads from website. Key Requirements: - Scraping specific automobile ads. - Extracting ad titles, descriptions and prices. The ideal candidate should have: - Experience in web scraping. - A strong understanding of data...freelancer who can assist with scraping automobile ads from website. Key Requirements: - Scraping specific automobile ads. - Extracting ad titles, descriptions and prices. The ideal candidate should have: - Experience in web scraping. - A strong understanding of data collection from websites. - Attention to detail to ensure accurate extraction of data. Please note that the exact websites and the car details are not provided yet, so the freelancer should be able to work with chang...
I'm in need of a report that will help me identify potential car theft by analyzing the usage of keyless entry remote systems. Requirements: - The report should be delivered in PDF format, presenting the data in a clear, concise and visually appealing way. - It needs to support keyless entry remote systems specifically, not limited to standard non-smart keys or smart keys. Ideal Skills and Experience: - Proficiency in data analysis and report generation. - Experience in automotive security and car key fobs. - Ability to work with keyless entry remote systems. - Excellent communication skills for a clear understanding of the project's objectives and delivery of the report in a professional manner.
Create an executable scraper in Python that can extract the SKU (product) list from the following Indonesian online grocery apps: - Astro - Sayurbox - Segari The scraper must be IP-block tolerant, meaning if the scraper gets blocked, execution can be continued from the p...- Scraper code and unit tests - README file for running and deploying the scraper - Output of all SKUs from the 3 online grocery apps specified above Project Acceptance Testing The scraper output will be manually verified within 24 hours of submission and SKU list must be 95% accurate. The SKU list is the most important aspect of the scraper output. Variations in other data for each SKU like stock count, popularity index and prices may vary and higher levels of discrepancy (~25%) during manual verification is a...
