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    ...Target Audience: - Consumers: Understand their preferences, purchasing habits, and expectations. - Retailers: Identify key players, their pricing strategies, and market positioning. - Distributors: Explore current distribution networks, challenges, and opportunities. - wholesale market of agricultural products - Agricultural supermarket - Ideal Candidate: - Located in Mexico City for on-ground research. - Strong background in market research and analysis is a plus. - Understanding of the food industry, specifically beans, is a plus. - Proficient in Spanish and English for accurate data collection and reporting. - Excellent communication skills to interact with different stakeholders. This is a part-time position with a flexible schedule, suitable for an individ...

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    As the creator of this project, I'...skills and experience in object recognition and anomaly detection to analyze various types of video footage - from surveillance videos to live streams and pre-recorded videos. Key responsibilities include: * Implementing object recognition and tracking techniques to detect anomalies. * Ensuring real-time alerts for any suspicious activities, amplifying the safety measures. * Aiming for improved accuracy in detecting potential safety hazards. * Enhancing the efficiency of video footage monitoring and analysis. The ideal candidate should be proficient in AI/ML, with proven experience in object recognition, anomaly detection, and video analytics. The ability to provide real-time solutions and ensure precision in safety hazard detec...

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    ...motherboards, display, BIOS, and drivers. This application should be compatible with Windows operating systems. Key Features: - Detection of Motherboard Chipsets: The app should be able to identify different motherboards and their chipsets. - Display Detection: The web app should be able to recognize different display devices. - BIOS and Driver Information: The application should provide detailed information on the BIOS and driver versions. - Compatibility Check: It should also be able to check compatibility information of the detected hardware. Skills and Experience: - Proficiency in web development and creating user-friendly interfaces. - Experienced with hardware detection and information extraction. - Knowledge of Windows operating systems and compatibility. ...

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    I'm looking for a proactive and creative Digital Marketer with a strong background in bikini or fashion sales. As a professional with experience in this field, you'll be tasked with driving sales through social media channels, with a primary goal of boosting a one-off special edition bik...responsibilities will include but are not limited to: - Developing and executing social media marketing strategies that resonate with our target audience and drive sales - Monitoring and analyzing the performance of these strategies using data and analytics tools - Collaborating with our creative team to ensure content aligns with our brand and marketing goals I'm looking for someone who can hit the ground running, take ownership of the role, and drive results using their industry ...

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    I am seeking a cutting-edge Geographic Information Systems (GIS) Specialist/Subject Matter Expert skilled in Arc GIS Pro and Online products and experience with workflow integrations and other Esri service offerings. Show off your advanced skills and experience in Arc GIS Online to provide a sophisticated mapping solution that can support real-time updates and ...applications. - Integration of orthomosaic imagery and raster layers. - Broad knowledge of creating customizable layers on interactive maps. - Expertise in advanced workflow integrations. - Adept at creating dynamic, user-customizable views. - Developing dynamic, interactive maps with customizable view permissions for users contributing to an exceptional user experience - Experience with object detection is highl...

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    I am seeking an expert in machine learning and computer vision who can craft an advanced object detection algorithm. This algorithm will be employed in outdoor settings and must have the capability to accurately identify vehicles, animals, and pedestrians. Essential Skills and Experience: - Expertise in Machine Learning and Computer Vision - Understanding of outdoor environments and their varied conditions - Prior experience in developing object detection algorithms - Familiarity with vehicles, animals, and pedestrian detection The goal is to devise an algorithm that can track and distinguish between multiple objects in outdoor scenes with different weather, light, and visibility conditions. It should perform reliably under these compounded factors.

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    I am urgently in need of a proficient lead generator who can help me attract viable prospects to my construction and remodeling services. I'm specifically targetting the construction and remodeling industry and need someone who can hit the ground running and provide rapid results. Expected tasks: - Researching potential prospects in the industry - Generating quality leads of potential clients interested in my services - Leveraging technology to optimize lead generation efforts Ideal Skills: - Demonstrable experience in lead generation within the construction/remodeling industry - Proficient use of lead generation tools and software - Outstanding research skills - Ability to work quickly and efficiently Crucially, I need the project completed as soon as possible. The faste...

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    ...looking for a local and experienced landscaper to transform my yard by removing the current 1000sq ft of grass and replacing it with artificial turf and paving stones. The main objective of this project is to amplify the visual appeal of my yard. Although I have decided on a specific pattern for the stones, I am open to creative suggestions. Freelancers in Calgary only please, I need boots on the ground. Thank you! Project Requirements: - Remove grass from my yard - Install artificial turf and paving stones - Provide creative suggestions for stone placement Key Competencies: - Proven experience in landscaping - Demonstrated ability to work with paving stones - Creativity in design Budget: - My budget for this project falls within $2000-$5000. Kindly note, I will provide ...

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    I'm...requirements: - The game should be designed for optimal performance on Android devices, ensuring smooth, bug-free gameplay. - It should have an adventure-based storyline that complements the physics-based puzzle gameplay. - The UI/UX should be intuitive and easy to navigate, providing an enjoyable gaming experience. Ideal Skills: - Proficiency in Android game development using frameworks like Unity, Cocos2d, or Android Studio. - Strong understanding of physics-based puzzle game mechanics. - Experience in designing engaging adventure game storylines. - Ability to create high-quality, intuitive UI/UX designs for mobile games. If you have a passion for game development and a creative approach to designing unique gameplay experiences, I would love to discuss this project fu...

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    .The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

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    Unity game developper 6 days left
    VERIFIED

    Good morning. I am looking for a 3d game developer for a project of our agency. Please share your last project

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    Unity Game Developer Needed 6 days left
    VERIFIED

    Im looking for someone who can fix shaders in unity I have few special shaders in unity they work on old version of unity but in newer versions they doesnt render and they doesnt show any compile error

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    ...materials is a must. - The desired color scheme for the facade includes violet (#47143d), golden (#b99750), and white (#ffffff). However, I'm also open to other corporate-looking 3-color palettes. Store dimentions: Height- ground level to ground floor roof= 12 feet, remaining till top= 44 feet, total = 56 feet Width- 50 feet wide (at only ground floor, there are 2 shops having front space of 25 feet each) {refer image} only on ground floor, there is a shop called kp chand jewellers. the rest part of the building is of raaj ratan store. Shop name- Raaj ratan number of floors- ground+4 need design in 3d Ideal Skills: - Proficiency in facade design, particularly for retail spaces. - Strong understanding of modern design principles. - Experience wit...

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    I'm looking to develop an Android app using .NET MAUI that focuses on facial detection and tracking for attendance monitoring. Key Requirements: - **Facial Detection:** The app should be able to detect faces in real-time. - highlight detected face with rectangle shape - **Server Communication:** Once faces are detected, the app needs to send this information to a server automatically. - **Attendance Tracking:** The primary goal of the app is to leverage this face recognition technology for attendance tracking purposes.(but no need do any page for this now ) Ideal Skills: - Proficient in .NET and MAUI platform for Android development - Strong experience with facial detection and recognition technologies - Prior work on real-time server communication from mobile ...

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    I'm in need of an expert in video analytics for object detection, specifically guns and knives. The ideal candidate should be able to create a system that can flag the presence of these objects in real-time. Key Requirements: - Object Detection: Specifically for guns and knives - Real-time Processing: Immediate alerts in case of detection The project involves creating a robust and reliable system that can be used in a security setting. Experience in computer vision, machine learning, and video analytics would be highly beneficial.

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    I am seeking a Shopify expert to build a new e-commerce website from the ground up. Key Responsibilities: - Develop a full-fledged Shopify website, paying particular attention to proper category mapping. - Implement optimal tags and product mappings to each respective category. Key Requirements: - Extensive experience in creating Shopify websites, particularly with a focus on e-commerce. - Proficiency in category mapping and tagging on Shopify. - Ability to work independently and efficiently to complete the project within the stipulated time frame. I will provide all the product data, you just need to make sure that they are tagged and mapped into the right categories. This project doesn't involve product data entry. Let me know if you need any more details before you ...

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    We make cozy games for mobile and cross-platform. We are an indie team focused on creating our own high quality games and IP via global free-to-play mobile games. Our mission is to championing social good and the sustainability of our ecosystems through games. Want to join a small but experienced and passionate game dev team as a full stack develo...resume/CV - Include a brief cover letter explaining why you'd be a great fit - Share any relevant portfolio or code samples - We will contact qualified candidates within 3 days Skills Needed: LAMP, PHP, MySQL, NoSQL, JavaScript, HTML, Cloud hosting, Web Apps, APIs Ideal Candidate: - Located in California or west coast USA - Interest and knowledge of mobile and/or F2P games - Experience with Unity and Digital Ocean - Read "G...

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    I am looking for an expert web developer with experience in camera integration to support the development of a website aimed at rehab stroke patients. This website will use a camera to capture, record, and interpret specific hand gestures of the users. Key Roles: - Integrate camera capabilities that can accurately record and decipher hand movements....be recorded is the stretching of the hand. - The data should be recorded in the form of numbers. -The camera is already done and im able to provide full prototype of figma Developer Expertise: - Significant experience in website development and camera integration is crucial. - Knowledge of healthcare systems or prior work in medical-based projects would be beneficial. - Experience in motion detection and processing will be highly ap...

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    ...display available tickets - Add tickets to cart and checkout - Send notification when tickets are available - Simultaneous requests : send multiple requests at once to increase chances of securing tickets - Queue management : handle queue-it system's virtual waiting room effectively, maintain session and user states to handle queue redirects - Human Simulation : mimic human behavior to avoid detection (randomized request intervals) - Technical requirements - use session management and different proxies/ips, implement captcha solving techniques or third-party captcha services if there is any available captcha yet to be solve, ensure scalability to handle high request volumes - Session tracking : the bot should extract and log the link for any session that successfully passes ...

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    ...designed with a 'cartoonish and simple' aesthetic. This means our target is a game that is visually pleasing but not overly complex or demanding on resources. Skills & Experience: - Experience in designing 3D games, particularly 3D puzzle games, would be highly beneficial. - Understanding of Android & IOS game development guidelines and constraints. - Proficiency in game development tools like Unity or Unreal Engine. - A portfolio showcasing relevant, high-quality work in video game design is a must. Please submit your proposal detailing your previous experience and how it aligns with these requirements. A mockup or concept would be greatly appreciated. Looking forward to working with you....

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    ...(Sizes of bed rooms, washrooms, kitchen, drawing room etc everything), then I need 3D rendering of all including front elevation, at the end I need a complete 3D video of complete house design. (There must be a proper ventilation system in complete house including all rooms, baths, kitchen etc). My plot size is 1750 Square feet Dimensions are 35*50. its a corner plot. ---->>> Requirements for ground floor: 2 bed rooms with attached washrooms Kitchen A store room Drawing room TV Lounge Car porch A small garden at the front --->>> Requirements for roof top (first floor) 1 bed room with attached bathroom I need one office (attached bathroom) at roof top for my freelancing work. I want a swimming pool at the roof top. I need modern design roof top with gre...

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    ...solution. - **Adaptive Learning**: Use AI to adjust the difficulty of questions based on the candidate's performance in real-time. ### **2. AI-Based Cheat Detection** - **Plagiarism Detection**: Use AI to compare submitted code against a vast database of existing code to identify copied or modified solutions. - **Behavioral Analysis**: Monitor typing patterns, speed, and other behaviors to detect unusual activity that may indicate cheating. - **Proctoring and Monitoring**: AI-driven proctoring tools that analyze webcam feeds, microphone audio, and screen activity to detect suspicious behavior during tests. - **Code Similarity Detection**: Advanced algorithms to detect subtle similarities in code that may not be obvious through simple comparison. 3. Contest ...

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    I'm looking for a social media expert to create and manage a series of Instagram ads to boost sales for my product. Key Responsibilities: - Developing a comprehensive Instagram ad campaign strategy that focuses on driving product sales - Creating engaging and effective image, video, and story ads - Monitoring and analyzing campaign performance, and making data-...understanding of social media advertising best practices - Ability to create high-quality and attention-grabbing image and video content - Proficiency in data analysis and campaign optimization - Excellent communication and collaboration skills This role offers the opportunity to work with a dynamic team and make a direct impact on our product sales. I'm looking for a freelancer who can hit the ground running ...

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    Trophy icon GEOCACHE SHIRTS 2 days left

    Create a shirt design with the following sayings "CACHE ME OUTSIDE" with trees and a satellite in the sky and a treasure box on the ground. NOTE: No moon or stars please. If you put in a person please use a female. The shirt will be worn by women.

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    UDP/IP NETWORK PYTHON EXPERT 5 days left
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    .The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth.

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    Edit and enhance floor plane as discussed. Thank you.

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    ...beautiful property (house + land) in a fabulous location (North West Ireland), and I'd like to raffle it on Raffall - an online platform. The raffle campaign would possibly be for a 3-4 month duration, but I have yet to start. I have loads of ideas and I've done loads of research into it. I am very confident it would be a huge success. Your role will be crucial in managing the campaign from the ground up. Tasks: - Kickstart the project from scratch, as it has yet to begin - Set the strategic direction for advertising and promotion, employing out-of-the-box methodologies to generate attention and spark engagement The ideal candidate: - BASED IN IRELAND - Proven experience in executing successful raffle campaigns, particularly focusing on the advertising and pr...

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    ...------------ The Foreground service should perform the following tasks continuously: - Scan for Bluetooth beacons (iBeacon and Eddystone types). - Track the user's GPS position. - Each time a beacon message is detected, if there is connectivity, send a JSON message to a registration API (which I will provide) containing: detected beacon UUID, major, minor, RSSI, GPS latitude/longitude, and detection timestamp. - If there is no connectivity, the message should be saved locally (in SQLite). - If there is connectivity and there are messages in the local database, retrieve them, send them to the API, and delete them from the database. Permissions ----------------------- The app should request the necessary permissions to: - Scan for Bluetooth beacons. - Access GPS location....

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    (admin please note I do not want this to be a recruiter project) Hello Freelancers! Please write the answer to this qu...this question at the top of bid "what is the capital of Australia?" Hello, I'm looking for people who can provide similarity detection services in relation to content (writing). I am ok to pay $1usd or less per one similarity detection service. If you have access to similarity detection services, please write in the bid which similar detection services you have access to. I'm mainly looking for access to services that start with the four letter Turn.... Please write "I have access to a similarity detection service starting with T" at the end of bid. I’m especially looking for persons who have a ...

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    I'm seeking a skilled Unity developer who can work on the development of a tower defense strategy game. The core mechanics of the game are ready. Your only job will be syncing the data across all clients in a match. Skills requirements: - Expertise in Unity game development - Experience in Photon Engine - Knowledge about Github will be a bonus In this project: - You will create a connection between multiple clients for multiplayer gameplay - Sync the data across all clients (Don't bid if you have no idea about Unity or Photon. AI proposals will be discarded too)

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    I'm looking for an expert machine software engineer who can proficiently integrate software with hardware. Key tasks: - The successful freelancer will be required to integrate software with an industrial control system and Programmable Logic Controllers (PLCs). Ideal skills and experience: - The ideal candidate will have considerable experience in machine software engineering, with...hardware integration. - In-depth understanding and hands-on experience with industrial control systems and PLCs are crucial for this task. - Experience with programmable logic controllers (PLC) is particularly critical. We are looking to build a load bank with Canbus or another form of communication protocol that can be controlled from a single location. Software will have to be developed from the ...

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    I am developing a project in Unity 2021 that requires the integration of Ultra Leap for gesture control. The main goal is to recognize and respond to simple gestures such as swiping and tapping. The ideal candidate for this project will have: - Strong experience with Unity, particularly in Unity 2021. - Proven experience in integrating Ultra Leap technology. - A good understanding of gesture control systems. - The ability to work with simple gestures. Please provide examples of your previous work in Unity, particularly those involving similar functionality. Your proposal should also indicate your experience with Ultra Leap integration. The project is time-sensitive so a quick turnaround time is highly desirable.

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    ...- Proficiency in database design and management, with a focus on music catalog organization. - Familiarity with the unique challenges and requirements of the radio industry in relation to music distribution. Since I do not currently possess a database or system for managing music rights, royalties, and catalog information, the successful candidate will be required to build this system from the ground up, ensuring seamless integration with the DDEX distribution system....

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    ...like to start with the code development. I'm looking for someone who can: - Use Quarky to build a block code system - Understand and implement basic security alert functionalities - Be ready for subsequent feature additions and changes Key Features: = Face Detection: Implement face detection functionality to identify individuals within the mining area. = PPE Kit Verification: Utilize image processing techniques to ensure that miners are wearing proper PPE kits. The system should stop if the PPE kit is not detected. = Hazard Sign Detection: Develop algorithms to detect hazard signs within the mining site. = Hazard Alert System: Upon detecting hazard signs, the system should halt operations and alert miners. Operations should resume only after the hazard is rem...

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    Villa Floor Plan 5 days left
    VERIFIED

    ...ladies. Kitchen minim 5x5 with store minim 2x3 U shape stairs Elevator Master room minim 3x3 Clothes washing area with open area for clothes drying Two entrances from north and from east 1st Floor Main master room minim 5x7 including closet area 2 other master rooms minimum 4x6 2 separate rooms with bathrooms in between Seating area with a terrace (balacony) Stair to second floor 2nd Floor (50% of ground floor foortprint) Apartment with 3 rooms and 2 bathrooms + setting area + kitchen + one master room It should have standalone stairs that connects with 1st Floor stair so there is possibility to open it to 1st Floor or isolated as standalone apartment...

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    Enhanced Webcam Emulator Code 4 days left
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    ...programmer who can develop a custom solution for me using frida-tools. The goal is to manipulate webcam settings within an Android emulator environment via adb. Here's what I need: - Modify the current webcam resolution to be higher. - Improve the webcam image quality to support High Dynamic Range (HDR). - Ensure frida-tools can adjust parameters to emulate native library detection. What I require from you: - Experience with frida-tools and adb commands. - Understanding of Android emulator environments. - Proficiency in webcam technology, including resolution and HDR. - Capability to simulate native Android library detections. Freelancers with prior projects involving webcam customization or Android emulation will be preferred. If you have the technical expertise to enh...

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    I require a skilled Matlab expert with a strong background in image processing techniques. Key requirements include: - Proficiency in image processing algorithms - Experience with feature extraction and object detection - Ideally, a track record of working with various image formats The successful candidate will need to understand the specific needs of my project and connect them with the most suitable image processing techniques available in Matlab. This may involve implementing and testing different solutions to meet project goals. Please note that as I have not specified the image format, experience with a range of formats would be advantageous. I look forward to reviewing your portfolio and discussing how you can support this exciting project.

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    I'm seeking a proficient developer to create a robust system that utilizes CCTV cameras to monitor vehicle speed and license plates. This system will need to take images of overspeeding vehicles, store the data in a public cloud, and send it to clients via email and WhatsApp. Key requirements include: - Compatibility: The system must be compatible with Windows, Mac, and Android. - Speed Detection: The system should use image recognition to determine vehicle speed. - Data Storage: The captured data should be stored in a public cloud. - Alerting: Notifications for speeding vehicles should be sent to clients through email and WhatsApp. Prior experience with CCTV camera integration and image recognition is crucial for this project. Experience working with public cloud services...

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    I'm seeking a skilled professional in Matlab, Simulink, and HDL Coder, with a profound understanding of FPGA, particularly the Kria SOM platform. Key Project Details: - The primary goal is to implement an Object Detection DNN on the Kria SOM FPGA. - The approach is real-time video processing, hence the need for efficiency and speed. - The system should be based on the YOLO model, which is pre-trained on the COCO dataset. - The FPGA resource utilization should be analyzed using HDL Coder by running the FPGA in a loop with MATLAB. Ideal Candidate: - Proficient in Matlab, Simulink, and HDL Coder. - Experienced in implementing DNNs on FPGA, particularly Kria SOM. - Knowledgeable on real-time video processing. - Familiarity with the YOLO model and COCO dataset. - Capable of optimi...

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    ...interaction design. - Conduct thorough testing across different platforms to ensure functionality and responsiveness. - Maintain regular communication with the project team to ensure alignment and address any technical challenges. **Key Skills Required:** - Strong experience in game development with a portfolio of successful projects. - Proficiency in JavaScript, C#, Python, and frameworks like Unity or Phaser. - Demonstrable experience with both web and mobile game development. - Knowledge of API integration for real-time data processing. - Ability to work independently and manage time effectively. **Deliverables:** - A fully functional front-end application for web and mobile. - Documentation of the development process and code. - Regular updates and milestone d...

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    ... The edits I need are as follows, and I attached images that describe the edits i need. Recover Dress Highlight Details but keep the skin exposure bright. (). Fix models arm marks and tan line. (). Remove Bright Reelections on car hood and window. (). Remove the large crack in the concrete ground. (). Make the car lights look like they are on. (). Edit the license plate so it says THT GIRL. Make it look real. () After those edits are done, please make the subject stand out from the background.. Maybe darken the car and background, to put more emphasis on the model.. Final Deliverable: I need

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    We are seeking a talented and experienced Gameplay Concept Artist to create AA quality concept gameplay for our upcoming Kickstarter campaign, Longshot: Harmony Horizon. The successful candidate will work closely with our creative team to develop visually stunning and engaging gameplay concepts that will captivate our audience. As this is a confidential project, signing a Non-Disclosure Agreement (NDA) is mandatory. There is potential for a full-time role upon successful funding of the campaign. Responsibilities: - Create high-quality concept video/gameplay for gameplay mechanics and environments - Collaborate with the creative team to ensure the visual style aligns with the game's vision - Iterate on concepts based on feedback and direction Requirements: - S...

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    I'm in need of an experienced Ruby on Rails developer to help get our social networking app up and running as soon as possible. The app will essentially be a Facebook-li...platform with key features including user profiles, timelines, messaging, chat functionality, and photo/video sharing. Ideal Skills: - Strong proficiency in Ruby and its popular framework, Rails - Experience building social networking apps - Proficient in implementing chat and messaging features - Knowledge of photo and video sharing integrations The selected candidate will be expected to hit the ground running, working closely with me to ensure the app is launched on time while meeting the specified requirements. If you're a skilled Ruby on Rails developer and can commit to this urgent project, I'...

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    I need to design a tracker control unit for the 137 MHz band antenna system of the ground station receiving weather information from the NOAA spacecraft on Arduino. The project must be modeled at https://projecthub.arduino.cc. Need your idea and help how to implement it.

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    I'm looking for an expert in Fusion 360 who can help me create a simple model of a box where all side lengths and wall angles are driven by user-defined paramete...Here are the specifics: - All dimensions including length, width, height & depth, along with any angles and proportions must be adjustable via parameters. - Parameter changes must not break the box model. The model should adapt seamlessly to changes in these numerical inputs. - The parameters will be adjusted per Fusion 360 user parameter settings. - Base of the model should be on the XY plane. Ideally, I would like the chosen freelancer to have relevant experience in building parameter-driven models in Fusion 360 and a good understanding of geometric principles. A background in product design or similar w...

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    I'm seeking a personal assistant with strong recruitment skills to help me find volunteers and mentors for a project I'm trying to get off the ground. That will entail posting on job boards and discussing the projects with potential volunteers and mentors, and then connecting suitable volunteers and mentors to me. The work you will be recruiting for can be remote or in person, the remote volunteers can work from anywhere and the in person volunteers need to be prepared to meet once or twice a week to raise the project profile in person. IMPORTANT NOTE: the freelancer role is not to be a volunteer, but to help me recruit volunteers online. I will provide more details to suitable applicants, such as which project we will be recruiting volunteers for, the website address, loc...

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    Matlab Expert Image Detection 4 days left
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    I'm in need of a skilled Matlab expert that can assist me with an image detection project. The particularities of the images, real-time versus offline processing, and the output format are all flexible and can be discussed according to your expertise and recommendations. Key Requirements: - Proficiency in Matlab - Previous experience in image detection - Ability to discuss and decide on the most suitable approach and output format Feel free to share your relevant experience and suggestions to ensure the project goes smoothly. Looking forward to working with you.

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    I have a YOLO v5 detection Python script, and I'm looking to turn it into an API-based web program with FastAPI. The API must support user inputs for 4 Twilio contact numbers and 4 RTSP addresses, and it should display the four video streams in a grid on a single page. Key requirements: - Convert the existing YOLO v5 detection Python script into a FastAPI-based web program. - Implement user input functionality for 4 Twilio contact numbers and 4 RTSP addresses. - Display the video streams in a grid layout on a single webpage. Ideal skills and experience: - Proficiency in Python and experience with YOLO v5 detection. - Strong knowledge of FastAPI for building web APIs. - Previous experience integrating Twilio for messaging. - Familiarity with displaying multiple v...

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