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    2,000 object detect hud jobber funnet, priser i USD

    I'm looking for a skilled freelancer to develop a novel Computer Vision project utilizing CLIP specifically for object detection. Key Aspects: - Technical Guidance: I require assistance in navigating the complexities of this project, as well as advice on implementing CLIP successfully for object detection. - Code Complexity: The task at hand involves developing intricate code for the Object Detection model. - Model Training: You will be responsible for training the model, ensuring optimal performance for the specified task. - Reporting: While I will manage the interim and final reports, you should be able to provide insights and data on the model's performance. Data Source: - The primary source of our training data will be determined collaboratively with th...

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    In this project, I am looking for a skilled data scientist to assist me with implementing supervised learning to detect human actions. Tasks: • Develop a supervised learning model using Yolov8 and LSTM Objective: • The primary purpose of this project is human action detection Skills & Experience: • Proficiency with supervised learning • Thorough familiarity with Yolov8 and LSTM • Previous experience in a similar role is advantageous • Background in object detection projects • Ability to communicate clearly in English for understanding requirements and presenting results.

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    I'm using the payment gateway plugin called 'MercadoPago' on my WooCommerce store. I need to duplicate this plugin to be able to use it for both Colombia and Mexico. Currently, the plugin is configured for any country by entering the corresponding API Key and API Secret. However, WooCommerce doesn't allo...store. I need to duplicate this plugin to be able to use it for both Colombia and Mexico. Currently, the plugin is configured for any country by entering the corresponding API Key and API Secret. However, WooCommerce doesn't allow having two identical plugins installed. I will provide the functional plugin, and you will make the necessary changes within the plugin so that Woocommerce does not detect it as a duplicate plugin, and does not have compatibilit...

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    ...developer to create a robust application or website that can provide comprehensive takeoffs from uploaded residential and commercial slab plans. Key Features: * Object Detection and Text Extraction AI Capabilities - Uses advanced AI algorithms to detect and interpret various elements within the slab plans. * Supports Multiple Formats - Must be able to process JPEG and PDF formats. * Comprehensive Detail Analysis - Capability to identify and count specific components such as void formers, reinforcement bars, and structural beams. Ideal Skills and Experience: * Extensive experience in AI Development, specifically in the fields of Object Detection and Text Extraction * Demonstrable experience in creating software that can process and interpret renderered images in m...

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    I need a developer who can assist me in implementing Voice Activity Detection (VAD) for the Mulaw Format at 8000hz (streaming) Key Requirements: - Development of a robust VAD system that can accurately detect voice activity within the Mulaw audio streaming - The VAD system should be optimized for 8000hz audio quality - Prior experience in speech recognition and audio processing is highly preferred

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    I'm seeking a talented developer to create a sophisticated software system that will help me identify profitable betting opportunities and detect positive expected value (EV) bets within the sports betting market and also arbitrage bets, live positive EV bets and live arbitrage bets on the websites specified in the attached file. The formulas for Positive EV bets can be found on the following website. The software needs to compare the odds to the odds of , obviously following the adding of the vig (pinnacle's profit margin) to the odds, in order to receive the true odds: The software needs to run as a website that only I can access, with a similar layout to that of , as seen on the picture attached. I will also

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    I need a professional with strong skills in image modification to alter an existing image for me. Here are the details: - Presently, the image is in a 3/4 side view, but I want to change it to a direct side view. - The adjustment in angle should be less than 45 degrees. - No background or object removal, or image retouching is required; Just the angle change. Steps are: 1. The base picture is image # 1 2. The section i need recreated is highlighted in image # 2 3. Once this image angle is changed you can insert it in image # 4 4. Image # 4 shows how it should look

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    I need a master of Photoshop to expertly remove an object that is centrally placed in my photo. The object to be removed is distinctly separate, none of the elements in the image overlap or intertwine with it. The ideal freelancer for this project should possess: - Exceptional Photoshop skills, particularly in object removal - Keen eye for detail to maintain the integrity of the remaining elements - Experience in image manipulation and restoration projects. Your goal is to make the final image look as natural as possible, as if the object was never there to begin with. Efficiency and promptness is appreciated.

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    I am seeking an experienced photo editor who can proficiently swap the photos so both dog and person are looking at camera. - Task: Your main task will be to manipulate various images by swapping objects from one to another. - Software: As I did not specify any photo editing software, you have the flexibility to use the one you're most proficient in. It can be Adobe Photoshop, GIMP, Corel PaintShop Pro, or any other you find suitable for this project. - Timeline: I have not set a timeline for this project, therefore, quality is priority over speed. Ideal skills and experience: - Expertise in photo editing and manipulation - Proficiency in using photo editing software - Attention to details - Strong visual creativity.

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    I require an experienced photo editor to alter a specific image for me. The task will involve: • Adjusting the posture of the person in the middle of the photo to appear straighter; including object removal around their sitting area. • Retouching the skin of the same individual posture adjustment for a smoother, more flawless appearance. The ideal freelancer will have expertise in advanced photo editing, specifically in tasks related to posture adjustment and skin retouching. Past work samples are welcome for better evaluation. Please refrain from applying if you cannot deliver accurate and aesthetically pleasing alterations.

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    I need a desktop application that can carefully monitor a MySQL database on my Windows system. The app should be able to perform the following functions: - **Monitoring MySQL Database**: The application should constantly monitor my MySQL database and detect when a new record is created. - **WYSIWYG Template Management**: There should be a feature that allows me to manage various WYSIWYG templates. These templates would be used to generate dynamic PDFs based on the new records in the database. - **PDF Generation**: Upon detecting a new record, the application should automatically generate a PDF based on a selected WYSIWYG template. Naming convention based on filed in processing record. Option Password added to pdf. I would like the application to be user-friendly and easy to ...

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    ...Monitoring specific "HTML div elements" from different web pages using Node-Red (different flows). Objective: Identify when there is any change in the DIV section of the webpages (every "x" seconds) and notify me of the change. It is not necessary to show what the change was. Just send the hyperlink by Telegram, including the subject of the flow. Requirements: Create a Node-Red project that can detect changes on multiple websites by creating flows. Include 2 example flows to demonstrate how the monitoring works. Provide detailed instructions on how to create a new flow for a different webpages, indicating what needs to be extracted/copied to set up the new flow bymyself in the future. For example, on this web page, by pressing F12, you can see that the ...

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    I need a solution that can detect when the height of an HTML div exceeds a certain limit, and automatically renders the overflowing content in a separate div. This is crucial as it helps to visually indicate that there is more content available to the user, without overloading the initial view. Key Requirements: - Detecting Div Height: The solution should have a mechanism to recognize when a div's content surpasses a specified height. - Organizing Overflow: The overflowing content should seamlessly and automatically move to a different div on the same page. - Visual Indication: It's important that the system's behavior clearly communicates the presence of additional content to the user. Ideal Skills and Experience: - Proficiency in HTML, CSS and JavaScript. - Exper...

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    I am in need of a machine lea...Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random Forests. - Strong ability to tune accuracy in the 80% - 95% range. - Familiarity with working on diverse image types, including scanned documents, natural images, and synthetic images. - Excellent problem-solving skills...

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    Trophy icon 3D Promotional Video for Lockers 6 dager left

    I am in need of a skilled animator to create a 3D promotional animation for my locker product. The target audience for this video is adults, so the animation should be informative and visually appealing to a mature audience. Key requirements and responsibilities include: - Creating a 3D animation styled video - Crafting the v... The lock changes into green and he can take out his bed again Maybe we have a different light at this time because it’s afternoon or evening He leaves and the door closes automatically because of the self closing hinges. Contest: The video should not be longer than seven seconds, and in the next step we will add all the administrative functions on the video as well. But that is another object Please count with some small changes included aft...

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    Garantert
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    Hi, Um getting an error at my website: Warning: Creating default object from empty value in /home/chezluis/public_html/wp-content/plugins/canteen-essential/inc/framework/ReduxCore/inc/ Need desapear this from homepage...

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    ...not collect information based only on the information listed in [1. Background] [3. Reference information] ([1] and [3] are for reference only) 【1 Background】 This technology pertains to a system that utilizes mobile devices in vehicles. Specifically, it combines a smart key system with Ultra-Wideband (UWB) wireless communication to authenticate the mobile device with the vehicle and precisely detect the location of the device. Based on this location, the system determines whether to allow or deny vehicle operations. This aims to enhance security and service quality. However, since UWB communication uses high-frequency bands, communication may become challenging depending on the device's location and surrounding environment. Therefore, this technology aims to provide a syst...

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    Garantert
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    ...Description” section below. *Note Do not collect information only based on the information listed in “1. Background” and “3. Reference Information” (Sections 1 and 3 are for reference only) 【1 Background】 This is about vehicle display devices. In this device, before an autonomous vehicle overtakes an obstacle, a mark indicating the overtaking direction is displayed on the front window by a device (HUD device) that projects it. This allows people in the car to know the planned action of the autonomous vehicle in advance, and can reduce anxiety caused by the autonomous vehicle taking unexpected actions. However, with this technology, although the next planned action can be confirmed, subsequent planned actions cannot be confirmed. Also, it is diffi...

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    ...accessible and impressive in its detail and clarity. While detail being key, simplicity should be above all else. Key Requirements Include: - Performance Evaluation: Analyze and document the performance of various processes of the factories product. - Compliance with Standards: Evaluate and report on the compliance of processes with established standards if applicable. - Detection of Defects: Detect and describe any defects encountered during the inspection. - Process Failure Theory: Include a section on the potential reasons for any detected defects or non-compliance issues that may arise during the factory line process. - Physical Inspection: Systematically report on physical inspection findings. - Comparison Chart: Develop a easy to look at comparison chart with interchangeab...

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    ...Monitoring specific "HTML div elements" from different web pages using Node-Red (different flows). Objective: Identify when there is any change in the DIV section of the webpage (every "x" seconds) and notify me of the change. It is not necessary to show what the change was. Just send the hyperlink by Telegram, including the subject of the flow. Requirements: Create a Node-Red project that can detect changes on multiple websites by creating flows. Include 2 example flows to demonstrate how the monitoring works. Provide detailed instructions on how to create a new flow for a different webpage, indicating what needs to be extracted/copied to set up the new flow. For example, on this web page, by pressing F12, you can see that the section to monitor for ch...

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    Drawing SFD BMD Cross-section end analysis midsection analysis L/4 partial analysis Shear design Hook anchorage length analysis Content must be included. This must be presented, so please carefully write an explanation in English next to each expression. In other words, make it like Sample, but the structure I'm looking for is exactly what Sample 2 analyzes. However, my object of analysis here is a slightly different length of beam, so I need to write an expression to reflect the difference. 1. write an expression to reflect the difference in the length of the beams, using the sample as a guide 2. write an explanation in English next to each equation. (I need to explain this in front of many people, not just after I solve it, so please write an explanation or interpretation ...

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    I'm looking for an expert in SCARA robot manipulation to construct an assembly line. - Robot Task: The SCARA robot will need to accurately perform insertion and dispensing tasks. - Object Specifications: The robot will be working with small objects weighing less than 1 kg. Ideal skills for this project include: - Extensive experience in robotic assembly, specifically using SCARA robots. - Strong understanding of manufacturing processes and assembly line automation. - Expertise in robot programming for precise, small-scale tasks.

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    We are a manufacturing company in need of skilled freelancers to quickly create a total of 480 product renderings from provided CAD drawings. Products include columns, decorative brackets, pergolas, railing systems, cornices/mouldings, etc. Scope of Work: 1. Create product renderings from provided CAD drawings. Requirements: • Proven experience in object rendering. • Ability to deliver high-quality work under tight deadlines. • Excellent attention to detail. Timeframe: We are looking to have this project completed as soon as possible. Please mention your estimated completion time in your proposal. Application: Please include examples of previous similar work and your proposed timeline for completion. Bids without examples and a clear timeline will not be conside...

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    ...ourselves. Specifically we're interested in Davinci, After Effects and Runway. We'd like someone with access to/familiarity with all of them (at least the background removal function). This is how it would work: - We give you a single clip - You use each tool to remove the background best you can while screen recording each process and making note of how many clicks it took to select the whole object - For controlled conditions, you have 30 seconds to select the foreground in each tool - Export as is (no further clean up) - Then using whatever editing tool you like the most, take these outputs (and one we'll prvide) and create identical vertical videos for each where it shows the outputs and process side by side - This would show the whole clip, then zoom into ...

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    I'm looking to hire an experienced web developer to enhance my pre-existing site. ...pre-existing site. The specific project details and objectives are still up in the air as I skipped the relevant questions. However, my general need is to take my website to the next level. The right freelancer for this job will be: - Proficient in website development - Experienced in upgrading and enhancing current websites - Able to work with minimal direction, using their expert judgment to detect areas of the site that need improvement - Excellent at communication for discussing potential upgrades and improvements The expected deliverables for this project will be discussed upon hiring. Please, when bidding, include previous projects that show your ability to enhance and improve pre-exi...

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    I am looking for a skilled animator to bring a static image of a fireplace to life by adding a fire motion to a specific object within the image. Success in this job will require: - Expertise in animation, with a focus on creating movement for inanimate objects in detailed static compositions - Ability to animate the selected object following a random path - Keen eye for preserving the quality and essence of the original image while adding a dynamic element Please provide one example of similar works in your portfolio.

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    I invested few lakhs to acquire a 1.02% stake in an SPV. Despite the overall sale price appreciation over five years, I'm facing a loss upon exit, cont...enable me to engage in a more informed dialogue with the SPV team). Key responsibilities: - Focus is primarily on the review of financial statements - Identify any signs of financial fraud - Deliver a comprehensive report of your findings Ideal candidates for this project should have: - Proven experience in forensic accounting - Comprehensive understanding of financial statements - Ability to detect signs of financial fraud - Excellent report-writing skills - High attention to detail If you have a track record of conducting successful forensic audits and are confident in your ability to identify financial fraud, I'd li...

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    Title: Seeking Expert for Image-to-Text Conversion and Object Identification Integration for Conveyor System Optimization Description: We are seeking a skilled freelancer to assist in enhancing our product identification process within our conveyor system. As our product does not feature a barcode, we require expertise in image-to-text conversion and object identification technology. The selected candidate will be tasked with developing a system that seamlessly integrates with our conveyor system to optimize the efficiency of our purchase and sales operations. This project presents an exciting opportunity for individuals proficient in image processing, text recognition, and conveyor system automation. If you possess the necessary skills and are ready to contribute to streaml...

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    I need a developer proficient in and a good understanding in API development. I have a parameter I would like to pass which is a string value to pull an entire user object with all of the properties in a database. this would be a string parameter passed into a Get request with a response of an entire record pulled from a MySQL database and using an Interface to extract the properties into a page. This is a very small project and should only take a few minutes of time.

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    Drawing SFD BMD Cross-section end analysis midsection analysis L/4 partial analysis Shear design Hook anchorage length analysis Content must be included. This must be presented, so please carefully write an explanation in English next to each expression. In other words, make it like Sample, but the structure I'm looking for is exactly what Sample 2 analyzes. However, my object of analysis here is a slightly different length of beam, so I need to write an expression to reflect the difference. 1. write an expression to reflect the difference in the length of the beams, using the sample as a guide 2. write an explanation in English next to each equation. (I need to explain this in front of many people, not just after I solve it, so please write an explanation or interpretation ...

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    Architectural Structure Analysis 4 dager left
    VERIFISERT

    Drawing SFD BMD Cross-section end analysis midsection analysis L/4 partial analysis Shear design Hook anchorage length analysis Content must be included. This must be presented, so please carefully write an explanation in English next to each expression. In other words, make it like Sample, but the structure I'm looking for is exactly what Sample 2 analyzes. However, my object of analysis here is a slightly different length of beam, so I need to write an expression to reflect the difference. 1. write an expression to reflect the difference in the length of the beams, using the sample as a guide 2. write an explanation in English next to each equation. (I need to explain this in front of many people, not just after I solve it, so please write an explanation or interpretation ...

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    Using a 1, 2 and K you should make a camera or any object that is used to make movies, I leave you an example that I made. It must be a vector file. I would like it to have some movement. This is and idea but with cinema elements

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    Garantert
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    For this endeavor, I'm seeking a proficient and detail-oriented individual to artistically weave separate images of my family m...detail-oriented individual to artistically weave separate images of my family members into one cohesive picture using a special background supplied by myself. Key tasks to be accomplished: - Skillful merging of individual photos of 3 family members into one frame. - Utilization of provided background in the combined image. - Ensuring a natural look with the inclusion of color correction and object removal. Just as important as the technical capacity to complete this task is a keen eye for detail and aesthetics. Experience with family portraits and an understanding of how to create a harmonious composition is highly desirable. Thank you in advance...

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    Hi! I am searching for a photoshop editor that make images ready for t-shirt printing. This would include background removal/changes, possibly adding font to images, and taking handmade illustrations (paintings, etc.) and making the resolution t-shirt ready. In fact, I do not know the specifics in doing that which is exactly why I need your help. Please message me if you are interested. - Object Removal: The images contain some elements that detract from the main product. Your role will be to remove these unnecessary objects carefully, ensuring the main product is not compromised. - Background Change: The current image backgrounds need to be completely removed. This requires precision and skill to make sure there are no remnants left. - Image Transfer: Once the background is re...

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    need a large object made form ASA. Need to be able to put in an STL file

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    ...concerning the functional description will follow, when discussing the task. Description of the project: Movement control: The controller coordinates the motion of the cantilevered gate, prompting the drive mechanism to follow a specific motion curve, guiding the gate along its intended path. Safety integration: It interacts with sensors embedded in the gate, such as photocells and safety edges, to detect obstacles or obstructions along the gate's path, triggering safety protocols to halt movement or make a relief motion, as chosen in a programmed ‘Safety response choice’ - function. These safeties are divided into following: - Safe O, detects only in opening movement, e.g. torque feedback - Safe C, detects only in closing movement, e.g. the photocells and t...

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    I require general labor help for moving medium-heavy objects weekly. The job involves moving boxes, and thankfully, there are no stairs involved - everything is on one level. The person needs to accompany me to a restaurant supply store lift boxes from the shelf to the cart and then load all the boxes into my pickup truck. Ideal Skills: - Physical strength and fitness - Experience with heavy lifting - Attention to detail Your main responsibilities will be: - Moving boxes from one location to another - Ensuring items are handled with care - Working efficiently and effectively to complete the task promptly

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    Lokal
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    I'm looking for a skilled developer with experience in object detection and tracking using OpencvSharp. Key Requirements: - Implement custom object detection and tracking for a small cylindrical 3D printed case, specifically designed for electronics housing. - The system must be capable of detecting and tracking the case from various angles, as well as accurately estimating its rotation. Ideal Skills and Experience: - Proficiency in OpencvSharp for object detection and tracking - Prior experience in developing similar systems for 3D objects - Ability to accurately track and predict the rotation of objects If you are confident in your ability to tackle this project, I would love to hear from you. Please provide examples of similar work you have done in the pas...

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    Good morning, The mission is to finalize the app 'Z-anatomy' () (), to set up a functional webviewer linked to a database from it. This is the first open source 3D atlas of gross anatomy and I'd like to be able to update its content autonomously. The license is CC-BY-SA and the authorship will go to 'Body...collections in the first pop-up when right clicking a structure in the 3D space -Instead of RMB>Structures>...; these structures would appear directly with the other options (Hide; Isolate;...) Advanced mission (Estimated 200 euros): Create widgets to open the atlas on a particular structure from a link: -A suffix would be added to the URL of the website for each object of the scene; opening this link would select the object.

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    Custom Photoshop Editing with Text 4 dager left
    VERIFISERT

    I'm looking for a talented Photoshop editor to assist with some custom editing work on images. Key Requirements: - Background removal - Color correction - Object retouching - Add new text - Edit existing text - Matching font style Ideal Skills: - Proficiency in Adobe Photoshop - Strong background in image editing - Experience with custom text editing - Knowledge of various font styles - Attention to detail and precision

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    [URGENT] Finish by today My existing iOS application is built in Swift and I'm looking to add a new functionality. The app currently utilizes the LIDAR sensor available in Iphone 12+. It allows user to take picture which also saves depthmap and other variables such as distance from phone to the object in the center of the screen and etc to the files app. I would like you to: - Instead of saving the image,depthmap and other variables (current in a json file) in the files app - Send the images and other data to a server via HTTP post request, and display the received processed image back from the server on the screen along with other data as well. Budget is only $150 as this is a 3 hours work max. Ideal Skills and Experience: - Proficient in Swift and iOS app development - Ex...

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    I'm searching for a skilled graphic designer to create a logo that composes of a specific shape or object, preferably mirroring our company's ethos. The perfect candidate should be: - Experienced in vintage-style logo designing - Capable to work with shades of Blue, Red and Green effectively Your expertise is needed to blend these colors to create a visually attracting but still vintage-inspired logo. Your creativity will be highly demanded to incorporate a particular shape or object into the design seamlessly. Please share portfolio samples of previous designs in this styling. Let's bring this vintage aesthetic to life!

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    Hello i need to apply the redesign to Light/Dark Mode for iOS App from provided style on mode change. the object containing the styles is already binded in views and is already present a working event listener that detect the change. But the style change is not dynamic. If you think you can do it please name your price and deadline

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    Forensic Audit Needed 3 dager left
    VERIFISERT

    I invested few lakhs to acquire a 1.02% stake in an SPV. Despite the overall sale price appreciation over five years, I'm facing a loss upon exit, cont...enable me to engage in a more informed dialogue with the SPV team). Key responsibilities: - Focus is primarily on the review of financial statements - Identify any signs of financial fraud - Deliver a comprehensive report of your findings Ideal candidates for this project should have: - Proven experience in forensic accounting - Comprehensive understanding of financial statements - Ability to detect signs of financial fraud - Excellent report-writing skills - High attention to detail If you have a track record of conducting successful forensic audits and are confident in your ability to identify financial fraud, I'd li...

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    I have a JSON data set that I need to work with in Oracle 12c. It contains nested objects and I need to extract specific values from these objects. select json_query('{ "validationResults": { "errorMessages": [], "status": "PASS" }, "clearanceStatus": "CLEARED", "clearedInvoice": "PD94bWwgdmVyc" }','$.validationResults') as aaa from dual; Key objectives and requirements: - Retrieve data from nested objects: The data set contains nested objects and I need a solution that can delve into these structures and retrieve the desired values. - Aggregation of values: Once the data is extracted, I need it to be aggregated in a specific way. Skills and experience sought: - Pro...

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    Windows Malware Removal Antivirus 3 dager left
    VERIFISERT

    I'm looking for an experienced developer who can help me create an antivirus software for Windows. The main focus of this program will be malware removal. Key requirements: - Compatibility: The software should run seamlessly on Windows OS. - Core Functionality: The antivirus must be able to effectively detect and remove malware from the system. Ideal Skills and Experience: - Proficiency in programming for Windows OS - Strong understanding of cybersecurity and malware removal techniques - Experience in developing antivirus software Please note that I am looking for a locally installed solution and not a cloud-based one. I'm excited to find a professional who can help me bring this project to fruition.

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    I'm looking for a skilled photo editor to edit a landscape-oriented picture so that Person B is removed from it. Afterwards, the open space must be filled with a background that seamlessly blends into the existing scene. The ideal candidate: - Has extensive Photoshop or equivalent software experience. - Demonstrates a kee... - Has experience with background replacements post photo element removal. Your tasks will be: - Remove Person B from the photo. - Fill in the vacant space left by the removal with matching background. - Ensure the final photo is devoid of evident editing marks. To apply, please submit examples of past work related to photo editing and manipulation, specifically projects involving people or object removal and background fills. Let's create a flawle...

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    ...program so that I can help people that are ill. My inspiration behind deciding to go to nursing school is my father who passed away after battling Huntington disease.) Create a 6 panel comic strip that expresses the reasons I decided to go to college Choose a central character that represents you in the comic strip. This could be a portrait of yourself, a self-created character, or even an animal or object. Select an appropriate setting for your story to take place in. This could be outside, at home, or any other *realistic* area. Use a combination of words and visual elements to convey these reasons in the comic strip. A total of six panels is required but you may also want to include dialogue between characters, or use captions to provide more context. Thats the assignment. N...

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    i need to edit some images, remove the logo from products High Quality image saved as WebP or png with transparent background. high precision and details !!

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    ... - Ensure that all dependencies are injected and managed by the Guice framework. 2. Apply Listener Design Pattern: - Implement the Listener design pattern for the functionality specified in Requirement 7 of the original assignment. - Please make sure that the listener mechanism is properly integrated and functional. 3. Immutable Domain Objects with Builder Pattern: - Refactor domain object classes (e.g., books, videos) to be immutable. - Use the Builder design pattern to facilitate the creation of these immutable objects. 4. Incorporate Singleton Design Pattern: - Apply the Singleton design pattern where applicable to ensure a single instance of specific classes. - Ensure thread safety and lazy initialization as required. 5. Java Package Organization: - O...

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