Marker detection augmented reality using opencv jobs

I'm looking for a highly skilled TypeScript coder to assist in finalizing a Minimal Extractable Value (MEV) bot for Ethereum. The bot needs to be completed swiftly and should function as both a study aid and a tool for identifying and exploiting potential arbitrage opportunities in the Ethereum network. - **Key Features**: - The bot should have in-built front-running detection capabilities. - Back running features should also be incorporated. (Sandwich) - **Technical Requirements**: - The primary programming language should be TypeScript. (Must have experience with cryptocurrency programs) - **Exchange Compatibility**: - The bot should be built to interact seamlessly with the Ethereum Network and Uniswap V3. Skills and Experience: A strong background in TypeScri...

I'm seeking a v2x security expert to conduct in-depth research on threat detection within the v2x technology landscape. This position is for a 3-year period and will focus on the following areas: - Threat Detection: The primary objective is to identify and analyze potential threats to v2x systems. Specifically, I am concerned about Sybil attacks, Eavesdropping attacks, and Man-in-the-middle attacks. The ideal candidate should have: - A strong background in v2x security research, with a focus on threat detection. - Extensive knowledge and experience in Sybil attacks, Eavesdropping attacks, and Man-in-the-middle attacks. - Experience presenting and publishing research at conferences like USENIX and NDSS. - The ability to produce high-quality research papers and p...

I require an experienced graphic designer to create an illustration based on a supplied photograph. - The ideal freelancer for this project would have experience in creating rea...to convert the image into an illustrated graphic, capturing the finer details in black and white. - As a proficient graphic artist, you should be able to analyze the provided photograph and be capable of replicating its elements in the final illustration. - Black and white shades would be the primary color scheme for this project. - Exceptional attention to detail and a keen eye for duplicating reality onto a digital platform would be crucial for achieving the desired result. - Please include previous examples of realistic digital illustrations in your bid. Appreciate your time and look forward to working...

I am in need of a creative professional who can help craft a 3D design for a modern styled office space. Unfortunately, I am unable to provide specifics on dimensions or individual piece of furniture to include, as I had to bypass those details. Despite that, I still trust in your ability to imagine a captivating office environment filled with typical office furniture. Ideal Skills and Experience: - Proficiency in 3D Design Software - Strong portfolio in commercial interiors, specifically modern-styled offices - Ability to work with minimal direction and assumptions - Excellent communication to clarify any ambiguities Specific tasks include, but aren't limited to: - Coming up with a 3D design that encapsulates the modern theme - Imaginatively including an office desk, conference ta...

Hi Melika T., I'm beyond happy to finally get back to work on the project. Thanks for your patience and support. Let's get started! ? Please write script that can take pictures of all sides of an object that produces a three-dimensional object. Once Object is created it appears in the real world as a augmented reality object. Please let me know if you have any questions. Thanks again ? Best, . Justin

As discussed with the freelancer

I'm looking for an experienced Unity freelancer who can assist me with implementing dynamic teleportation mechanics in a 3D Virtual Reality art gallery. The focus of this project will be primely on the following: - Setting up teleportation points within the gallery space to help users navigate through different art pieces more intuitively. - Configuring those points in the Unity environment, ensuring a smooth and bug-free operation. - Collaborating, discussing and troubleshooting via Discord, which will serve as our main communication channel throughout the project. Ideal freelancers for this job should have: - Previous experience working on complex Unity projects. - Practical understanding of teleportation mechanics especially involving VR platforms. - Ability to identify an...

I'm after an expert in nanotechnology who can aid in the creation of nanosensors, ...design, and development of nanosensors. I'm particularly interested in sensors that can detect and measure physical parameters, however at this stage I've not decided on the exact parameters they should detect. Skills & Experience: - Proven record in nanosensors development - Deep comprehension of nano technology, especially regarding physical parameters detection - Broad understanding of physical parameters and how to accurately measure them using nanotechnology - Critical thinking and problem-solving skills will be invaluable. This is a task that demands precision, creativity, and strong knowledge in the field of nanotechnology. If you possess such skills, do place you...

I'm looking for a skilled developer to create a web-based system that allows users to effortlessly generate custom PDF reports. The heart of this project lies in integrating the TCPDF library into a PHP application. With TCPDF, users will be able to create, personalize, and export reports in PDF format, meeting their specific needs. This project offers an exciting opportunity to develop a powerful yet user-friendly system for generating custom PDF reports. If you're passionate about PHP development and skilled in integrating libraries like TCPDF, I'd love to discuss this project further with you. Let's create something remarkable together!

...user preferences and previous searches. Notifications and Alerts: Users can set up notifications and alerts for price changes, product availability, and new sellers in their preferred marketplaces. Technology Stack: Front-end: React (with Redux for state management) Back-end: Node.js ( framework) Database: Prisma (with PostgreSQL for data storage) AI/Image Recognition: TensorFlow or OpenCV External APIs: Integration with marketplace APIs, Facebook Ad Library, TikTok Ad Library, Google Trends, and Amazon Keyword Tool for data retrieval. Specific Requirements: Security: Implement secure user authentication and authorization mechanisms to protect user data and prevent unauthorized access. Scalability: Design the application with scalability in mind to handle a large number of use...

I'm seeking an expert writer to craft a cogent research paper concerning a deep learning model for IoT intrusion detection, with a core focus on network traffic monitoring. This work should be comprehensive, encompassing both theoretical foundation and practical applications of deep learning in securing an IoT network. Ideal Skills and Experience: - Deep learning methodologies - Familiarity with IoT and intrusion detection systems - Strong understanding of network traffic monitoring - Proficient in academic research and scientific writing. I have the code ready and literature review you can use this is the requirement: Abstract Introduction: Problem Statement, Solution, Objectives • Background Review and Related Work • Proposed Solution: Model / Methodo...

...brand my company, reflect its identity, and make it conspicuous in traffic. Here are the key details: - Design Objective: The wrap should be minimalist yet professional. It should translate our brand ethos into a visually striking design that garners attention. See samples and sketch for mockup design - Using Blue #0f75bc and charcoal grey ##3A3A3C on the back half of truck and wrapped around to see services on tailgate. - Services to be: Measurement and Regulatory Compliance, Leak Detection, FEMP Surveys, CVS and MSAPR Testing, Field Data Collection, Meter and Device Calibration, Fractional Consulting Support, - - 825-975-8574 - Logo attached - Target Vehicle: The wrap will be designed for a white GMC Sierra pickup truck. Ideal Profile: - Experience with designin...

I'm in need of an expert in app designing ...in apps. - As this is a social networking app, experience in developing other social media platforms or similar apps is strongly preferred. - A strong eye for creating intuitive, visually appealing user interfaces is a must, as the success of the app will depend on user engagement. Your role will be to take the concept and wireframes of the app and turn them into a beautiful and functional reality. You'll need to pay special attention to the chat feature to ensure it's not only seamless but also engaging for users. I'm looking for someone who can offer innovative ideas, has a strong design portfolio, and is able to meet deadlines. If you have experience with designing social networking apps and cross-platform dev...

...freelancer expert to write a new enhancement in our exosting an On-Prem AI Video analytics (VA) software. Existing products works on live feed, find EHS violations after running models on frames and insert into DB. It has an existing dashboard as well. New features will primarily focus on analyzing traffic violations. The new enhancement should be able to handle ANPR and Speed Violation detection based on a live video feed from inside plant roads. Key Features: The software should provide - check valid vehicle # with registered list for unauthorized entry. - Speed violation to handle 5 to 40 Kmph threshold - Violation Snapshot/Video will be stored on on-prem server. - Each violation with trigger Auto Email and/or SMS notifications. ...

I'm looking for a professional team well-versed in Unity to develop an educational augmented reality (AR) application for both iOS and Android. Key Features: - The app needs to have interactive quizzes to engage the users and aid in their learning process. - 3D object manipulation is crucial for the application to provide a hands-on experience, making it more immersive and beneficial for the users. - Real-time information overlay is another essential feature that will enhance the user experience and provide additional context to the subjects being taught. Subject and Focus: The augmented reality application will be focused on the subject of Science. It should be designed in a way that makes learning science fun, interactive, and easy to comprehend for it...

...interconnected. Each Global Enterprises office will have its own Local Area Network (LAN) designed to provide network connectivity for all devices within that location. These LANs will be interconnected to form a Wide Area Network Key Features you will implement: - Firewall Configuration - VLAN Setup - VPN Configuration - Routing Protocol Configuration - DHCP Server Integration - Intrusion Detection and Prevention Systems (IDS/IPS) For monitoring and management purposes, it is crucial that a successful ping request can be made. Furthermore, it's necessary to assign suitable IP addresses within the networks. Ideal candidate should have a strong background in network architecture design with a proven track record in implementing security protocols for global enterpr...

Small object detection based on texture features classification and segmentation from images. I need this project in one week with satisfactorily results. I have uploaded a pdf and a image of model for your reference.

A program in Racket/Scheme that implements a parser in its code, controlled by an LL1 grammar of at least 5 rules and performing, for example, validation/translation of some text input. The output of the program will be e.g. input value recognition, translated text or error detection. See an "example 1" . You can use functions fot this example, but the grammar must be you own. Using of recursive descent parser is recomended - see "example 2". General rules: Note that calling a ready-made function from the library is not sufficient to accomplish this task. Your own code must contain a visible algorithm. Your program must work according to the documentation. All documentation must be written in the source code . The program must include: (in source cod...

...Ventilation, and Air Conditioning) system designs including ductwork layout, equipment sizing, and location of air handling units. Plumbing layout plans showing supply and drainage systems for water supply, fire suppression, and sanitation. Fire protection system designs, including sprinkler layout, pipe sizing, and location of control valves, in compliance with NFPA codes and local regulations. Gas detection and ventilation system designs if applicable, ensuring safe operation of the facility. Specifications for mechanical equipment such as chillers, pumps, and water heaters, including their capacity, location, and connection details. Coordination with structural and architectural drawings to ensure proper placement and support of mechanical equipment and penetrations. Coordinat...

I'm seeking a qualified developer to create an interactive augmented reality mobile application aimed at enhancing user engagement. The target demographic for this project is adults. Key Features: - Real-time Location Tracking - Gesture Recognition - Object Recognition I'm keen on finding an individual or team that has a proven track record in designing and developing AR applications, especially those with educational objectives. The ideal freelancer is expected to have a solid background in: - Augmented Reality - Mobile Application Development - User Experience Design - Real-time Location Tracking - Gesture Recognition - Object Recognition Experience with designing applications for adult users is a plus.

As part of my academic requirements, I produce thesis reports that are over 100 pages in length. I've been using Turnitin for plagiarism detection but need a specialist who can ensure that my thesis reports are free from plagiarism or below 1 Key requirements include: - Proficiency in using Turnitin: I'm currently using Turnitin for my plagiarism checks, and would expect the specialist to be able to thoroughly utilize this tool to catch any instances of plagiarism. - Deep understanding of plagiarism detection: I need a freelancer who can provide a thorough and comprehensive approach to identifying and reducing plagiarism in my reports. - Attention to detail: Given the sheer length of my reports, it's essential that the specialist has a ke...

...further processing. Responsibilities: Develop an algorithm or script using Python and OpenCV (or similar libraries) that can accurately detect the edges of rugs in images where the rugs are on a transparent background. Transform these images so that the rugs are reshaped into perfect rectangles, despite the presence of natural waves, curves, and optional fringes. Ensure that the transformation maintains the integrity and quality of the rug design, especially when fringes are involved. Provide documentation and support for integrating the solution into an existing Python workflow. Requirements: Proven experience in image processing and computer vision. Strong proficiency in Python, especially with libraries such as OpenCV. Ability to handle images with transparenc...

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I'm currently dealing with some issues on my image processing algorithm implemented in C++. The main problem is that the line detection accuracy isn't up to par. Improvement in this area is urgently needed. Requirement Details: * Fine-tune or fix the algorithm to increase line detection accuracy. Ideal Candidate: * Expertise in C++ programming * Experienced in working with image processing algorithms * Knowledgeable in tweaking algorithms for accuracy improvements. Please note, clarity or resolution aspects were not addressed; your primary focus should concern the accuracy of line-detection. I look forward to a positive resolution with your skills.

Using the resources that I provide create a two stages(AKA levels) using the sprites that i provide and animate them along with a character sprite that i will also provide you with. Also create a sound class that will contain the some of the audio files given. There will be a general sound for the game that will loop. When the character does a certain action, a sound is played, whether it is the sound of a sword, jumping, whip or being hurt. When transitioning from level to level(PNG images i sent) the character will walk to the end of the screen and transition to other sprite level(other png image). *Note* Do not use game engine *Note* make use of the Rect classes in order to create the effect of collision detection in order to create the levels. *Note again* not all ...

I'm seeking an expert in Python who can help me build a system for object detection in images. I don't have a specific list of objects in mind as of now, hence your role will involve creating a flexible and adaptable model. Key Tasks: - Develop a Python program that can accurately identify the nature of objects in any given image. - Ensure the program is adaptable to a variety of objects. - Test the program extensively for accuracy. I'm not in a hurry for this project as I value quality over speed. However, we can discuss project timelines to suit both our schedules. Ideal Skills: - Extensive experience in Image Recognition and Python coding. - Good understanding of various machine learning algorithms suited for this task. - Proven history of creating flexible, hig...

We're seeking an experienced professional to enhance our product recommendation system through image and text matching with embedding. More specifically: - We ...utilize this upgrade to refine the accuracy of our e-commerce product suggestions. - Our current system deals with product images coupled with relevant text details. Your skills will be applied to this type of content. - An ideal candidate would possess ample experience in creating or optimizing visual search or recommendation algorithms. - A critical aspect of this project revolves around the detection and management of duplicate products. Proven experience in such tasks will significantly increase your chances of being selected for this project. We look forward to discovering new ways to accomplish our goals with ...

I'm in need of a specialized expert to carry out an implementation of the NTT (Number-Theoretic Transform) module on a Xilinx Artix-7 FPGA. The main objective of this project is to enhance computational performance. Key requirements include: - Proficient understanding of FPGA programming, particularly expertise in the Xilinx Artix-7 platform. - An in-depth experience in Number Theoretic Transforms. - Ability to develop a highly efficient, low latency, energy-efficient implementation that significantly boosts computational performance. Please only bid if you feel fully confident in meeting these requirements. Your expertise in this niche task will be highly valued.

I'm in need of a statistician who can perform an in-depth T-test analysis using SPSS. I have a dataset ready for analysis. Key requirements: - T-test analysis: The core of this project is performing T-test analysis. - SPSS expertise: Proficiency in SPSS is a must, as it's the preferred software. - In-depth analysis: I don't just need basic summary statistics. I'm looking for a detailed and insightful interpretation of the results. Experience and Skills: - Advanced statistical background, particularly in T-test analysis. - Proven experience with SPSS and the ability to use it for complex analyses. - Strong interpretation skills to provide meaningful insights from the analysis.

I need a skilled developer to create a low volume candle detector for a web-based application. The detector will be used in indoor, outdoor, and also mixed environments. The key feature of this tool should be its ability to visibly mark the presence of low volume candles. Det...ability to visibly mark the presence of low volume candles. Details of the project requirements include: - Capability to detect and mark low volume candles. - Visual indicator as a marking system for detected candles. - Full integration into a web-based application. The ideal candidate will have a strong background in web-based applications, preferably with some knowledge or interest in candle detection systems. Experience in graphical interface design is a plus as the visual indicator should be clear and n...

I am seeking a creative and talented photoshop artist who can help turn my vision into a reality. I have two pictures; one picture is of a suit of armor that I want incorporated onto a hamster from a second picture. This unique design will be a medium-sized, black and white tattoo, placed on the front of my left shoulder/upper srm. The ideal freelancer for this project should: - Have exemplary photshop design skills - Be experienced in black and white designs - Understand how to merge designs seamlessly - Be able to tailor details to the tattoo's size and location I look forward to collaborating with you and can't wait to see this remarkable tattoo come to life.

I'm in need of a capable statistician, proficient in Jamovi, to apply their expertise on a small dataset of both numerical and categorical nature for my research. Your responsibilities would include: - Conducting Descriptive Statistics to provide a clear overview of the data. - Performing Hypothesis Testing to scrutinise various assumptions. - Executing Regression Analysis, extracting possible relationships within the dataset. A strong statistical background is paramount, particularly in handling smaller datasets. Familiarity with academic or research-oriented projects will be regarded advantageous. Please be adept at presenting complex results in layman terms as I value comprehension and transparency.

You must be a skilled 3D artist to create a realistic character animation that will be used for my video that will be edited on Wonder Studio. The character must look real. I will share the character I need made with the successful bidder. I will need variations and adjustments of the character made until I am happy with the 3D character design. Send me samples of your realistic characters you have made. See samples of the realistic quality I need: See the link about character requirements. You will need to help me load the finished character into my video on wonder studio and make sure it works perfectly. Key Requirements: - Realistic Style: The character must be designed with a realistic style, suitable for high-quality animations. - Animation: The character should be capable of...

Looking for an expert in PCB design with hands-on experience in Fusion 360. I have completed a schematic that requires transformation into a PCB layout, adhering to several specific constraints. I am expecting: - Proficiency in Fusion 360. - Ability to accurately follow detailed instructions related to layout constraints. - Extensive understanding of PCB fabrication processes, more specifically conventional PCB fabrication. So, if you consider yourself an seasoned PCB designer with the ability to follow precise specifications, I would love to hear from you. Join me in bringing this project to fruition.

...code. information about the unit : 1-we had a joystick with driver that can help interesting candidate for reverse engineer. the dc motor does not contain any external sensors , the dc motors contains electric brake similer to any dc motor of wheelchair ,there is a close loop system using BEMF ,and current resistor to accomplish Smoothness and accuracy movement. 2- the joystick use stm32 microcontroller, current resistor with back emf to control speed and compare it with joystick movement , open load detection and other important details. 3- the candidate should not follow the same size of the real joystick BCP shape. any size for the first prototype is acceptable to minimize the number of BCP layers up to 2 and Facilitate design. conditions for successful candidat...

...efficiently take addresses from an excel spreadsheet and search google maps locate solar panels on roof tops Ideal Skills and Experience: - Proficiency in Python programming - Experience with image processing and analysis - Familiarity with satellite image utilization - Understanding of data output and manipulation in Excel Key Features: - The script should focus on residential rooftops specifically, using satellite images to identify solar panels. - It should be able to iteratively search through said images, pinpointing and marking the locations of solar panels. - The final output should be an Excel spreadsheet containing the results of the search, detailing the coordinates of the identified solar panels. Please, only bid if you have a strong background in Python and im...

I'm looking to hire a competent UI/UX designer with experience in tailwind css, specifically for designs across multiple platforms including desktop, mobile, and tablet. This project aims to develop an easy-to-use interface for a website or application that provides information or education. Key Requirements: 1. The main theme for the UI/UX design should resonate with the admin theme. 2. The design should be versatile, i.e., it should be optimized for desktop, mobile, and tablet. 3. The design should prioritize user navigation and the seamless provision of knowledge. Therefore, the ideal candidate must have previous experience in designing UI/UX on multiple platforms, a solid understanding of tailwind css, and a portfolio showcasing their versatility. Familiarity with designing admi...

Hi Yusuf A., I noticed your profile and would like to offer you my project. We can discuss any details over chat. Procedure:  Upload Excel file containing Expediente Codes  Use automation and OpenCV to solve Captcha and download files  Upload files to s3 bucket  Integration with existing system query api sunat use email for login

I...and experienced with CSS and different themes. The issue I am experiencing involves missing images, specifically on some of my parent pages. Here are more specifics: - The missing images in question belong to certain parent pages, not all. - Upon reviewing the issue, it seems not to extend to product images, homepage banner images, or blog post images. Ideally, you possess the skill of bug detection, proven experience in theme debugging and can take initiative in case similar problems occur. Familiarity with common reasons for missing images in themes is a plus. Please note, accurate identification, and solution of the problem without affecting other theme functions is crucial in this project as I aim to maintain the current state of the other correctly displaying images ...

...adventure from his optimistic viewpoint—magic, wealth, and happiness (bright colors, vibrant imagery). Right Side: Show the same scenes from the Evil Magician’s perspective—dark, grim, and focused on deceit (darker, subdued colors). Textual Content Beneath the Image (Center-Aligned): Include a concise, impactful statement like, “How you see things can change everything. Your perspective shapes your reality.” Additional Quotes: Place smaller text boxes around the poster that include quotes from each character’s perspective to emphasize how their views differ: Top-Left (Near Aladdin’s Image): “A world of possibilities opened by a simple wish.” Top-Right (Near the Evil Magician’s Image): “A world of deceit and betraya...

Im working on a c++ image processing project , and i need to convert my C++ code to Verilog using HLS vitis , then implement it to run on Ultra96v2 Xilinx FPGA board .

I'm in dire need of someone who can swiftly develop a graph for me, with the focus on my intrusion detection model. The type of graph I'm looking at is somewhat unique - it's not one of those common line, bar, or pie charts. Having a deep understanding of various kinds of graphs, and knowing how to implement them creatively, will come in handy for this task. The graph will be used to explain the methodology behind my model. Unfortunately, there aren't any further details I can provide on whether it is a trend, comparison or distribution graph. Crucially, I need this task completed within the next 3 hours. Therefore, prompt response and efficient work are essential. I do have an example to guide you, but thinking on your feet might also be necessary. Experience...

I am seeking a well-experienced developer to facilitate flawless integration between Magento 2 and Netsuite using Celigo. This project primarily involves comprehensive order, inventory, and customer synchronization as well as product. Key Features: - Real-time synchronization must be the standard for all data effectively relayed between Magento 2 and Netsuite. - In instances of data discrepancies, Netsuite should be the primary source of truth. Required Skills & Experience: - Proficient in Netsuite and Magento 2 integration - Proven experience in real-time data sync operations - Knowledgeable in handling data discrepancies and ensuring data accuracy. - Celigo experience is required All flows are setup just need some adjustments and troubleshooting

Project Description: We are seeking a talented freelancer with expertise in TouchDesigner, audio analysis, and machine learning to create an engaging interactive audio-visual installation. This project involves working with around 20 audio tracks to extract musical elements, crafting dynamic visual interpretations of these elements, and integrating them into a web-based platform that allows audience interaction and display. Objectives: Frequency and Rhythm Analysis: Utilize AI tools like Spleeter by Deezer to separate and examine specific audio track components such as vocals and bass. Pattern Recognition: Use machine learning models to detect and analyze repetitive patterns in the rhythms and melodies typical of the tarantella dance. TouchDesigner Setup: Establish a TouchDesigner proje...

I'm looking to create a comprehensive platform specifically designed for pilot training. This platform should be equipped with key features including interactive tests and quizzes, engaging video lessons, and live Q&A sessions. Additionally, an integral part of this platform will be the incorporation of threat assessments such as risk assessment procedures and threat detection. I'm keen on working with developers who have experience in educational platforms particularly with creating interactive tests and content, implementing video/real-time capabilities, and integrating risk/threat assessment protocols. A deep understanding of aviation industry will be a plus.

I'm in need of a skilled Node.js developer to assist in the creation of a RESTful API. The API will be used as the backend for a web application. Key tasks include: - Developing a high-quality, efficient, and maintainable RESTful API using Node.js - Ensuring the API smoothly integrates with the database The ideal candidate should have: - Proficiency in Node.js - Expertise in API development, specifically RESTful APIs - Experience with database integration - Understanding of web applications and their backend systems Please note that the API will play a crucial role in the application's functionality, so it's important that the developer has a keen eye for detail and a commitment to building a robust, scalable solution.

- I require someone proficient in Python and knowledgeable about Software Defined Radios (SDR), specifically the BladeRF unit. - The task will require to estimate the direction of arrival of a reflected wave generated from the BladeRF, which on reception will be required to run on a platform and generate a plot on a compass depicting the angle

I'm looking for an experienced Unity developer to create an educational AR app specifically for the Android platform. The main goal of this app is to provide users with educational virtual tours via Augmented Reality. Key Requirements: - **Android Platform**: The app should be developed solely for Android devices, so it needs to be optimized for this platform. - **Unity Development**: Proficiency in Unity is a must, as the app will be developed using this software. - **AR Development**: Experience in developing Augmented Reality applications is highly preferred. The main feature of the app will be the ability to provide users with educational virtual tours. The app should be engaging and intuitive, allowing users to explore and learn in an i...

a comprehensive research paper on an FPGA based Accident Detection and Prevention Software.

I'm looking for a seasoned research writer with proficiency in technology, specifically FPGA software systems. The focus is on creating a comprehensive research paper on an FPGA based Accident Detection and Prevention Software. Key objectives include but are not limited to: - Understanding of real-time accident detection - Expounding on measures for accident prevention - Thorough explanation of the emergency communication system The ideal freelancer should be knowledgeable about artificial intelligence and its implementation in accident detection systems. Critically, they should be able to dissect and present complex tech language into a comprehensible writing. Evidence of past research work in this field will be a major plus.