Webcam motion detection freedela

I'm seeking a talented Python programmer with experience in Pytorch, specifically in the areas image segmentation. I will provide you with a specific dataset of images to work with, so you should be comfortable working with image data. Your primary tasks will be to: - Create an image segmentation model to partiti...segmentation. I will provide you with a specific dataset of images to work with, so you should be comfortable working with image data. Your primary tasks will be to: - Create an image segmentation model to partition images into meaningful regions. Ideal candidates for this project should have: - Strong proficiency in Python and Pytorch - Extensive experience in computer vision tasks, including object detection and image segmentation - Prior experience working with...

This is for my College final project, I need to develop a simulation of AI based threat detection.

Each year we do a t-shirt for our American Football event called Champions for Charity. We need an illustrator to make us a new illustration for this year's shirt. Project details are below. 1. Deliverables - 1 editable illustrator file with illustration for front o...the field goal posts (see attached sketch) 4. The stadium is already drawn, pull this from last year's file (attached ). Just need to change the year inside to 2024. 5. The illustration of the mascot kicking the football should match our previous styles, I will send a zip file with reference images from past t-shirts. We want the illustration to have some motion with the mascot kicking the ball. 6. We need this done within 48 hours. Can provide any assistance needed to meet that deadline.

I'm in need of a skilled professional who can craft a corporate logo and bring it to life with an animated touch. Key Requirements: - Advanced Log...advanced logo maker to create a professional, corporate-style logo. - Logo Animation: The animation video should focus on bringing the logo to life, making it engaging and memorable. Skills and Experience: - Proficiency in utilizing an advanced logo maker is crucial. Prior experience with corporate branding is a plus. - Proven track record in creating captivating logo animations. Knowledge of motion design principles is highly preferred. It's vital to have a good eye for design, as the logo's corporate style must be maintained throughout the animation. If you have a creative spark and the necessary technical skills, I...

I'm in need of a video editor to help with my anime recap videos. While I'll provide most of the necessary clips and assets, I might need some help sourcing additional materials. The main tasks will revolve around basic editing, like trimming, cutting, and merging. You won't need to worry too much about advanced editing skills or motion graphics. Please take note of the following: - Basic video editing skills are essential - Some experience in sourcing and using additional assets is preferred - Knowledge of working with pre-existing footage while maintaining the video's style is crucial. delivery should be done within 1-2 day of the project if not delivered then you are immediatly fired

Job Title: Paralegal Job Summary: We are seeking a highly organized and detail-oriented Paralegal to join our team. The successful candidate will assist with responding to complaints, drafting legal documents, and providing administrative support to our legal department. Responsibilities: - Respond to complaints and draft legal documents such as answers, motions, and discovery responses - Organize and maintain legal files and documents - Conduct legal research and provide support to attorneys - Assist with document review and production - Provide administrative support to the legal department Requirements: - Associate's degree in Paralegal Studies or related field - 1-2 years of experience as a Paralegal - Strong knowledge of legal procedures and terminology - Excellent organiza...

I'm looking for a professional who can help me set up a free SSL certificate on my Linux VPS. Here are some key details about the project: GOT FREE SSL FOR ONE YEAR AND CAN INSTALL ON VPS USING COMMAND LINE. - Operating System: My VPS is running on Linux. - Root Access: I have full root access to the VPS. - Web Server: The VPS is currently running on Apache. Key Responsibilities: - Install and configure a free SSL certificate on my VPS. - Ensure that the SSL is correctly integrated with the Apache server. - Test the SSL setup to guarantee that it works efficiently. Ideal Candidate: - Extensive experience with Linux VPS systems and root access. - Proven track record of setting up SSL certificates on Apache. - Strong understanding of SSL configuration and securi...

I'm looking for an experienced ML expert...for an experienced ML expert who can help me set up a model for audio analysis. This project is aimed at audio processing, with the goal of predictive analysis, pattern recognition, and potentially fraud detection. Key requirements: - Proficiency in Machine Learning: You should have a strong background in machine learning, particularly in audio analysis. - Experience in Predictive Analysis and Pattern Recognition: The ideal candidate will have experience in both predictive analysis and pattern recognition. - Familiarity with Fraud Detection: While not a must, familiarity with fraud detection would be an advantage for this project. The project duration is estimated to be between 1-3 hours. Please submit your proposal ...

I need a tool that will help me process a large amount of images by cropping them automatically to a landscape format. Project UI Link: Key Features: - Image formats supported: JPEG, PNG - Output dimensions: landscape (width > height) - Automatic detection and cropping of the main subject of the image is preferable or that can be selected as need. Ideal Freelancer: - Proficient in image processing and recognition - Experience with automation scripts - Strong background in image data manipulation - Familiarity with JPEG and PNG file formats. If you have the skills and experience necessary to develop such a tool, please get in touch.

I'm looking for a talented animator to create a 3D video that showcases the features of our product. Key Requirements: - 3D Animation: The video has to be in 3D animation to really bring out the product's features in a visually stunning and engaging way. - Duration: The video should be between 1-2 minutes in length. It's important that the animation is concise and to the point while still being able to showcase the product effectively. Ideal Freelancer: - Prior Experience: Previous experience with 3D animation is a must. You should have a strong portfolio of works that demonstrates your proficiency in this area. - Attention to Detail: A keen eye for detail is crucial as the video needs to accurately represent the features of the product. - Creativity: Being able to come up...

...object detection and tracking 3 cameras at restaurants. Your task will be creating AI models with some rules: In the restaurant, there are three areas with cameras: 1) kitchen: staffs must wear hat, food drop on the floor, and food dropped on the floor and pick up for customers 2) cashier: stuff cash into pocket 3) at the door: customers walk in and the time they are seated. - Alerting staff when any tasks compliance aboved (ex: people with no hat, food is dropped, dropped food is put back on dishes to serve customers. Each AI model should provide an immediate visual notification, aiming for rapid response times. Additionally, the system should automatically notify the manager to ensure immediate action. For this project, proficiency in AI programming, particularly around objec...

I have a desktop application made using Electron software for electrochemistry experiments and I'm looking for a skilled front-end developer to help with software packaging and COM port detection. Ideal Skills and Experience: - Expertise in Front-End Development, specifically with Javascript and HTML - Experience with Electron software - Prior experience with arduino and python, a bonus - Strong understanding of software packaging in Electron applications The application should be compatible with Windows operating system. I need help fixing certain issues like the selecting the COM Port, the functionality needs to be re-written so that it is performed by Electron's WebAPI rather than Python(current). The start-up image must be the company logo. I need help in packagi...

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...mechanical motion studies. Key Aspects of the Project: - 3D modeling: The designer's primary responsibility is to create a 3D model. This will not be a basic rendering, but a complex structural design featuring intricate mechanical motion studies. - Detail Oriented: The project necessitates a high degree of granularity. You will be expected to engage extensively with components and their specifics. - Manufacturing Process: The 3D model must be prepared with the manufacturing process in mind. It will be utilized directly in the production line, hence, the design should be functional and representative of the final, tangible product. Ideal Skills and Experience: - Expertise in SolidWorks software, particularly in developing complex designs - Extensive experience in ...

... including teasers, trailers, and ads, to effectively market and promote projects. 2. Collaborate with marketing and creative teams to align promotional materials with branding and campaign strategies. 3. Conceptualize and execute engaging promotional campaigns that capture the target audience's attention and drive engagement. Leadership and Team Management: 1. Manage a team of video editors, motion graphics artists, and post-production staff, delegating tasks, providing feedback, and fostering a collaborative and supportive work environment. 2. Mentor junior editors and provide training opportunities to enhance their technical skills, creative abilities, and professional development. Quality Assurance and Technical Expertise: 1. Conduct quality control checks on video con...

I am looking for a motion graphics expert who can create a 30-60 second advertising video for my product. The style I prefer is minimalistic, with clean lines and simple animations. The purpose of the video is to showcase my product and its features in a visually appealing way. Ideal skills and experience: - Strong portfolio of previous motion graphics work - Experience creating advertising videos - Proficiency in motion graphics software such as After Effects, Adobe Premiere Pro, or Final Cut Pro - Attention to detail and ability to work within tight deadlines.

I'm seeking a talented professional to create a short, engaging video that will function as a logo r... Key Points: - **Objective:** The primary goal of this animation is to encourage viewers to visit the website. It needs to be engaging, fun, and reflect the playful, tongue-in-cheek brand tone of Vinty. - **Style:** I'm specifically looking for a motion graphics animation. This style is preferred to reflect the brand's character and appeal to the target audience. Ideal Candidate: - Proficient in motion graphics - Experience in creating engaging and fun animations - Able to bring a brand's tone to life through visual storytelling Feel free to share any relevant portfolio pieces you have that demonstrate your ability to create similar animation...

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...

...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. ...

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...

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.

...transforms into the final image on the shirt. Animation: A fast, rotating motion that simulates a "boost" effect, transitioning the graphic from blurry to clear. 2. Skull Transition Description: A skull design could slowly emerge from smoke or fog. Alternatively, a skull could appear from flames that gradually fade, revealing the final image. Animation: Slow, mystical movement transitioning from a dark silhouette to a detailed skull, accompanied by a light smoke or flame animation. 3. Tire Burn Transition Description: A tire tread or burnout effect could be used to reveal the design. The image appears as the tire tread "drives" across the shirt, unveiling the final design. Animation: Quick, horizontal or diagonal motion that mimics a spinning tire, reve...

I'm hunting for a talented freelancer who is experienced in creating captivating motion graphics logo animations. Key Points: - Style of Animation: You need to be skilled in crafting motion graphics. - Message: The video must effuse a sense of creativity. - Color Scheme: The color palette should include bright, eye-catching colors. If you have the right skills and can weave a striking, colorful, and inventive motion graphic animation, get in touch!

...machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs into planks. The 2-off, NEMA 23 stepper motor movements are sequential, ie, first...

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...two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs into planks. The 2-off, NEMA 23 stepper motor movements are sequential, ie, first one ...

.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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Hi, I am looking for someone to help me with courier delivery plugin for Botble Laravel CMS. 1) Technical tasks for the delivery person part - I need to add the role of the delivery person (name, phone number, passport photo (2 photos), text fields for biography, login and password) - so that he can log in to his account via logi...through this barcode staff found the product on the site. The ideal freelancer should be someone with experience working with Botble and creating plugins for it. They should have a solid understanding of coding and development for this project. If you think you have the skill set and experience needed for this project, please contact me. I look forward to working with you. Translated by (free version) I need the plugin to be completed within 1 week...

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 ...

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.

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...gesture to 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 hi...

I'm in need of a skilled video editor to help with my YouTube channel that focuses on gaming content. Key Requirements: - You'll be primarily editing gaming videos (less than 10 minutes each), so a good understanding of this genre is essential. - I'd like the editor to add specific video effects to enhance the quality of the content. These include slow motion, animations, and sound effects. Ideal Skills and Experience: - Proficient in video editing software, preferably Adobe Premiere Pro or Final Cut Pro. - Prior experience with editing gaming content is a big plus. - Creativity and a good eye for detail in adding effects. - Ability to work efficiently to deliver engaging and polished videos. If you're a gaming enthusiast with a knack for video editing and ef...

...vision to life and ensure my content is engaging and appealing to my target audience. Key Requirements: - **Video Style**: I prefer a style that is educational and informative. The editor will need to understand how to pace the video, include relevant information, and use effective transitions. - **Incorporate Elements**: I would like the video to contain on-screen text and titles, animations or motion graphics, and fitting background music or sound effects. This will help make the content more engaging and visually appealing to viewers. Ideal Skills and Experience: - Proficient in video editing software, such as Adobe Premiere Pro, Final Cut Pro, or Sony Vegas Pro. - Experience in creating educational content and understanding of YouTube's guidelines for video formats. - ...

...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 ...

Here is the text formatted as bullet points: - I am looking for a freelancer specializing in motion graphics design to create a marketing video for a legal company on TikTok. - The video should not exceed 30 seconds in duration. - The video should be in Arabic only. - The style should be cartoonish and include the following elements: - Icons - Characters - Text - The target audience is young people between the ages of 18 and 30. - The video must contain sound effects only, without music. - It should also include a voiceover in Arabic (AI-generated voices can be used). - and use this files - Please provide some examples of your previous work - The delivery time is only two days only .

I am looking to fill a longterm editor position for multiple projects for my agency. I run a short-format content agency that edits videos for various coaches, businesses and podcasts. 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 7usd for every video-edit. The process is super streamlined. All videos are tailored by me -> you get the raw footage, edit it and upload the edited videos in a separate folder. I expect a simple thumbnail that fits the ratio 1:1 on...

I'm looking for a motion graphics designer to create a series of 15-30 second movies, with a total of five films. The main goal of these movies is to educate a health-conscious audience about the benefits of a Low Carb diet. We have five scripts for you. Look in the bottom of this post to see how the scripts looks. Key Requirements: - Crafting engaging and informative 15-30 second motion graphic videos - Using provided scripts to create the movies - Targeting health-conscious individuals as primary audience The selected freelancer should have: - Demonstrable experience in creating educational motion graphic content - A portfolio showcasing previous work in the field - Understanding of the principles of designing for specific audiences, especially health-conscio...

I'm looking to create a personal branding profile resume that can be used for various purposes including job applications, and online professional networking. Key Requirements: - Transform my existing CV into a dynamic and well-designed profile resume. Ideal Skills and Experience: - Proficiency in and react js with tailwind CSS or bootstrap or Mui -use frame motion animations and dark and light theme - Proven track record in creating personal branding materials - Ability to translate traditional CV content into a more dynamic and engaging online format. Please note that due to the nature of this project, a solid understanding of personal branding and resume design for online profiles is crucial. check my cv at the attachment , one cv in details and other small one

I'm in search of a talente...Adobe Premiere Pro - Skilled in integrating motion graphics and animations into videos - Strong ability to understand and execute on branding guidelines The scope of your work will involve refining raw footage into professional, engaging corporate videos. You'll be expected to add subtle motion graphics and animation elements to enhance certain segments of the videos. This isn't a full-blown motion graphics or animation project, but rather a video editing task that may require you to add some light touches of motion graphics. Experience in creating corporate videos and a good eye for detail is essential. This role will suit someone who can not only deliver high-quality video editing but also has a good understanding...

...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. Con...

I am looking for a programmer with previous experience in building a Group Buy SEO Panel with the following tools, with the possibility of adding tools later. semrush freepik envato elements Motion Array pacdora with the following download limits: freepik 25 files /day envato elements 30/day Motion Array 30 /day pacdora 30/day I do not want a page specifically for payments, but in return I want a section at admin dashboard to generate activation keys for each service. I will sell these keys, and once the customer obtains an activation key for a service, he will paste it in a specific place on user dashboard and click on the word Activate, and the service associated with this key will be activated. Please send a previous project you work on

I'm looking for an expert with experience in converting GAN models to TensorRT models. The purpose of this conversion is to deploy the model on an Nvidia Orin device. The primary goal of this conversion isn't just to make it compatible, but to ensure that the model's performance is significantly improved and the memory usage is reduced....should have a solid understanding of GAN and TensorRT - Proven experience in model conversion - Ability to optimize for faster inference without compromising on performance In your application, I would like to see a detailed project proposal that includes your approach to the conversion, any relevant experience you have and how you plan to achieve basic optimization for faster inference. Feel free to share any past work that is ...

I'm seeking a skilled freelancer to assist me with leveraging the free tier of Google Cloud ($300 credit) . I am a Google Cloud Platform account holder who wants to install and configure S/4HANA 2024. The primary goal for this project is development and testing. I'm looking for a freelancer who has a good understanding of both SAP S/4HANA 2020 and Google Cloud Platform. Your role will be to install and configure the software, ensuring it runs smoothly on the cloud platform. Key requirements include: - Expertise in SAP S/4HANA 2024 - Proficiency in Google Cloud Platform - Experience with installation and configuration processes - Ability to troubleshoot and offer post-installation support if necessary. Your assistance in this project will be highly appreciated.

...player to rid themselves of all their cards wins. We have: - Game brief. - A wee demo video of the physical game in play. - The card game rules. - The basic logic. - Basic wireframe of the game (not UI), Flow. What we don’t have: - Finished artwork - (However, we are using a standard design of a deck of cards, readily available for $5 online. - Other graphics design elements, icons, etc. - Motion graphics or animations, Audio and sound effects were selected. - Haptic needs - although we have a few ideas. App engagement and interactions are fleshed out. We will need you to: - Develop a mobile app version of the two-player card game "Ello!" with consideration to the following: Key Features: - Card Value Mechanics: - Only Jacks, Queens, Kings, and Aces ...

...• Skills And Experience: - Solid experience with digital technology and video editing software packages (e.g. Adobe Premiere, After Effects and Final Cut) - Demonstrable video editing ability with a keen eye for detail This is your chance to bring raw footage to life in a short video that speaks volumes. Unfortunately I don't need any advanced editing like color correction or effects, or any motion graphics or green screen work, just a simple, clean cut. I am simply looking for a video editor who can consolidate earnest storytelling with technical skill....

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I'm seeking an accomplished artist who can transform my website's homepage into an interactive user experience through incorporation of motion graphics. In this project, you will: - Design and implement motion graphics tailored specifically for the homepage of my website. - Leverage your creativity to generate a dynamic interface that captivates user attention and promotes interaction. Ideal candidate should have: - A wealth of experience in producing high-quality motion graphics. - An understanding of user interaction and their response to visual cues. - Previous experience in website design and enhancement. Let's transform and capture the eyes of all who land our homepage.

I'm seeking a skilled video editor capable of basic editing tasks such as cutting and merging video parts, along with adding text graphics. The task is to edit a single video that will run between 1-25 minutes. The final result will primarily be used for social media and YouTube content. You should ideally have: - Proficiency in basic editing and motion graphics editing - A keen understanding of social media and YouTube trends - Previous experience editing for social media platforms Let's turn my raw footage into an engaging piece of content that captivates viewers!

.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.