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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.

...returns result. Data set is available here: The system must perform object detection, with a critical requirement for real-time operation. Key tasks and requirements include: - Develop a high-precision hinge detection system, using Python programming language. - Implement object detection algorithms, ensuring accurate and real-time detection capabilities. - Ensure the system operates in real-time, with minimal to no delays in processing. - Utilize computer vision best practices to enhance the system's performance and accuracy. - Experience with computer vision, object detection, machine learning, real-time processing required. - Proficiency in Python programming is essential. - Ability to deliver a high-precision system

...of infections. This is significantly impacting the reliability of the system and providing inaccurate results to the users. Ideal Skills and Experience: - Proficient in Python, with strong experience in bug fixing - Understanding of machine learning algorithms and image processing - Proven experience in identifying and rectifying issues in automated systems - Familiarity with leaf infection detection systems is a plus The successful candidate will be responsible for: - Conducting a thorough assessment of the existing codebase - Identifying the root cause of the incorrect identification of infections - Developing and implementing a robust solution to rectify the bug - Conducting extensive testing to ensure that the issue has been resolved satisfactorily This is a critical proj...

I need a well-versed writer who can deliver 11 original articles centered on LED display technology. These articles should be SEO optimized and should not be machine-generated. They will total approximately 15,000 words. Key topics to discuss: - Technical specifications of LED displays These articles are targeting reade...discuss: - Technical specifications of LED displays These articles are targeting readers with some knowledge on LED displays. Hence, the writing style should be semi-technical, striking a balance between in-depth details and general information. Ideal skills: - Proven experience in tech writing, preferably on LED technology - Excellent SEO writing skills - Unique content creation that can pass AI detection - Ability to communicate semi-technical information ef...

I am looking for someone who can provide an account at a reasonable price without any legal issues. Requirements: An AI Detection account valid for at least one month. The price should be reasonable and suitable for my student budget. Prior experience in providing AI Detection accounts is preferred. Please submit your offers with the requested price and details of the service provided. I would be extremely grateful if you could meet my needs as soon as possible. Thank you in advance!

I am currently experiencing failure in MariaDB replicat...Considerations: - The issue at hand is specifically in the realm of failed replication. - I have engaged with server restart as a potential solution but without success. Your Expertise: - Proficient in MariaDB 10.3 (The version I am currently using) - In-depth knowledge of MariaDB replication and diagnosing replication failures. - Ability to review server logs and configuration files for error detection and solution implementation. Though not mandatory, previous experience in addressing similar issues will be highly valued. You would be expected to diagnose the problem and suggest/ implement solutions to ensure smooth and consistent replication. Please provide a brief overview of your proposed diagnostic approach in your...

Hello everyone, I am in urgent need of an AI Detection account for one month to submit research papers and projects. I am looking for someone who can provide an account at a reasonable price without any legal issues. Requirements: An AI Detection account valid for at least one month. The price should be reasonable and suitable for my student budget. Prior experience in providing AI Detection accounts is preferred. Please submit your offers with the requested price and details of the service provided. I would be extremely grateful if you could meet my needs as soon as possible. Thank you in advance!

We are looking for a talented graphic designer to create a realistic silhouette of a Bearded Vulture for a banner that will be printed in real size (approximately 1.5 x 3 meters). The banner will serve as an educational tool for children, allowing them to pose next to it and be amazed by the size of this magnificent bird. Project requirements: -Silhouette design: Produce a realistic silhouette of a Bearded Vulture. The silhouette should be accurate in proportion and detail. -Banner design: Create a visually appealing banner incorporating the Bearded Vulture silhouette. Add small elements such as the species name, logos, website, height and size info of the species, and other design elements to make the banner attractive. -File format: Provide the final design in vector files to ens...

...project focused on vehicle detection using pre-trained YOLOv8 model. Key Requirements: - The main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background in Machine Learning and a track record of successful projects in image recognition and object ...

I'm looking for someone to develop a real-time human movement speed detection system using Python and a dynamic vision camera. Key Requirements: - Real-time Monitoring: The system should be able to monitor and calculate the speed of human movement in real-time. - Moderate Precision: Speed calculation should be at a moderate level of precision. It's crucial that the system can accurately detect and measure the speed of human movement in a real-time scenario. Ideal Skills: - Proficiency in Python programming - Experience with real-time monitoring systems - Understanding of image processing and computer vision - Knowledge of camera systems and their integration with software Your deliverable will be a well-documented Python program that can calculate and display the spee...

Zeek ntrusion Detection System - in Ubuntu Applying this step in the video, recording a video during the application and explaining the steps in audio I'm looking for a seasoned network professional with experience in Zeek intrusion detection system. The main goal of this project is to monitor network traffic effectively and provide real-time alerts. Key Responsibilities: - Set up and configure the Zeek intrusion detection system on a virtual network. - Based on the project goal, the emphasis is on monitoring network traffic efficiently. - The type of network traffic to be monitored was not specified, thus a capability to monitor both LAN and WAN traffic would be ideal. Required Skills & Experience: - Proficiency in network monitoring and

I'm looking for an expert in VHDL to develop a Field Programmable Gate Array (FPGA) project focused on pitch detection, specifically for speech recognition purposes. The system needs to be able to process live audio input. Required Skills: • Expertise in VHDL • Experience with FPGA development • Knowledge of audio processing, specifically pitch detection for speech recognition purposes If you have the above skills and experience, please make an informed bid.

I'm looking for a skilled freelancer who can help me with a unique project involving Raspberry Pis and AWS Greengrass. Your mai...Ideal Skills and Experience: - Proficiency in Raspberry Pi hardware and software, particularly in working with Raspbian and understanding its update process. - Strong experience with AWS Greengrass and IoT services. - Previous experience in developing systems that facilitate offline data sharing or update distribution. - Adept at creating automated processes, specifically those involving device detection and interaction. If you're confident in your ability to meet these requirements and can deliver a reliable, efficient solution, I'd love to hear from you. Please feel free to share any relevant experience or ideas you have that could be be...

I'm looking for a skilled 3D modeler to create a character for us that we can use and pose in a variety of ways for our marketing and advertising. Additional Projects after creating the character will be creating scenes to put the character in. This first project is specifically and only focusing on creating us that 3d character mascot thar is the quality of the attached gp4 examples but actually resembles an electrical technician with our companies uniform on to where generally the theme is closer to our logo agouti animal. Key Responsibilities: - Create a detailed and visually striking character in 3D - Ensure the character fits the intended purpose of being used in marketing and advertising - Show creativity in design to make the character memorable

...must be educational in nature. Requirement: You can use tiny-graphics (modeling objects, bump maps, particles, etc.), but no external libraries or frameworks are allowed, e.g., ; see examples folder for ideas, e.g., for placing 2D/3D texts in your screen. Advanced features (can include a limited number of these, such as 1-3 points, not all of them)  Ray tracing  Shadowing  Collision detection  Physics-based simulation  Bump mapping/displacement mapping  Artificial intelligence  Scientific data or simulation visualization Key Requirements: - The animation should be compatible with desktop computers. - It should have basic interactivity, such as play, pause, and restart functionalities. - The main goal is for the animation to be educational. Ideal Skills and Experience: ...

...time, it is assigned a light as well as 2 servos. No functionality is currently required of the servos but the coding should be set up and sound, and //commented out. Devices are to pair via the screen of the 484 through local wifi credentials input. The user should be able to add as many senses as the described setup would allow. I want the sense default state to be deep sleep, awoken by the detection of sound based on a threshold. Upon a given sense being awoken, it begins camera web server and turns on the light connected to that senses pins. *is it possible for it to stream audio also? The idea being the speakers attached to the 484 output sense microphone audio. Only if hardware allows (given consumption implied by these project details), include the A.I object and face ...

I want someone to help me with the Zeek Intrusion detection system program I want to implement this project shown in the video, but there are problems I currently need assistance to work through a series of problems encountered while trying to implement a project with the Zeek Intrusion Detection System program. Here are some specific issues that require expert attention: - Installation Issues: The struggle includes missing dependencies, installation failure, and multiple error messages. - Configuration Errors: Constant stumbling blocks have been encountered during the configuration phase. - Compatibility Problems: I'm facing compatibility concerns with my current system. This project will benefit from a freelancer well-versed in the implementation

I'm looking...classification for facial detection using the YOLOv9 model on Colab. The primary goal is to pin-point and categorize human face images. The key tasks include: - Implementing YOLOv9 model on Colab for image classification - Prioritizing faces as the main class for identification and categorization - Enhancing the model to increase its detection degrees of accuracy - Ensuring the solution is scalable and effective The ideal candidate should have robust skills in: - Python programming - Deep Learning (specifically convolutional neural networks) - Proficiency in Google Colab - Prior hands-on experience with YOLOv9 or similar models. Please note that the work does not require detection and classification of specific facial features. It's...

I'm looking to develop a comprehensive helmet and mask detection system using Raspberry Pi and OpenCV. The system should be able to identify individuals not wearing helmets or masks within a short range, specifically 1-5 meters. Key Requirements: - The system should be able to detect both helmet and mask violations. - I need the system to send an alert to a control center whenever a violation occurs. Ideal Skills and Experience: - Proven experience with Raspberry Pi and OpenCV. - Strong background in computer vision and image processing. - Experience with developing real-time detection systems. - Familiarity with integrating a system to send alerts to a control center.

MATLAB Visual Processing and Object Detection: The first task will be to detect and segment objects in images using traditional computer vision methods. It will be necessary to automatically separate the balls from the background and evaluate the accuracy of the segmentation. This task has been completed. Only a report will be written. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the trac...

Need C+ Experienced Developer to make an appointment booking program You must have experience with Cloudflare and Captcha work with proxy rotation or another bypass method SMS verification (OTP) DATA auto-filling All steps must be automated without detection or blocking Preferred who already have a completed software

...exciting object detection project using LiDAR data. This project primarily involves: - Implementing object detection algorithms on LiDAR datasets. - The detection should be detailed, focusing on specific models like car models and tree species. - The detected object data will be used for research and development, aiming to refine and improve current detection algorithms. The ideal candidate for this project should have: - Strong background in LiDAR data processing. - Proficiency in object detection algorithms, particularly for LiDAR data. - Experience in working with detailed object detection, such as specific models. - Ability to use the detected object data for research and development purposes. If you have a keen interest in robotics, L...

I'm lookin...email form. The form should collect the customer's name, business name, contact email, and message text. To prevent spam, I'd like to implement a human detection feature. Key Requirements: - New form should capture customer's name, business name, contact email, and message text. - Implement human detection feature to prevent spam. - Upon successful submission of the form, the user should receive a confirmation email. Desired but Not Required: - Integrate the contact form with a CRM. Ideal Skills and Experience: - Proficiency in front-end and back-end development - Experience with form creation and validation - Knowledge of human detection systems - Ability to implement email confirmation systems - Optional: Experience integrating for...

I need an expert to help me determine if an echocardiogram image has been tampered with. Key Requirements: - Detecting Image Substitution: I'm particularly concerned with identifying whether the image has been substituted or tampered with in any way. - Patient Identifiers Inconsistencies: I want to check for inconsistencies in patient identifiers, especially regarding mismatched patient names or incorrect patient ID numbers. Ideal Skills & Experience: - Proficiency in image analysis and forensics. - Experience working with medical image data. - Knowledge of common image tampering techniques. - Strong understanding of patient identifier standards in medical imaging. - Ability to provide a detailed report on the analysis findings. Please include in your proposal your relevant exp...

I'm looking for a skilled developer to build a trading bot on Solana using Rust, which will be interacting with the Raydium API. The bot should be able to monitor the WSol/New Token pair on Raydium and execute trades based on the detection of the addition of liquidity, as well as sell at specified sell points. The bot will operate on Windows using a simple UI. Config screen to set up wallet and custom RPC, and (gas price+ slippage_ amount of tokens to buy in WSol for buy . Token contract to be pasted and then tx executed until Liquidity Pool is formed and bot attempts to purchase the token. Once token purchased bot send the token evenly to 5 wallets to be auto-sold at pre-set profits with trailing stop loss to sell all. Auto sell can be halted with pressing a key and bot will s...

...Variations: Develop two versions for each pose: one with a male model and another with a female model. Attire: Female Model: Should be wearing appropriate gym attire, including a sports top and leggings. Male Model: Should be wearing gym shorts; an option to be shirtless should be included. Quality Expectations: The images must be highly realistic and detailed, faithfully capturing the essence of the original poses. It is crucial that the proportions and physical characteristics be natural and precise. Delivery: The images should be provided in high resolution, suitable for use in marketing materials and digital presentations. The prompt used for generation will also be needed. Review Criteria: Revisions may be requested based on the accuracy of the pose, the quality ...

I'm looking for an AI video editor who can work some video in different languages - The editor should be capable of automatically editing videos. - Object detection and tracking features are essential. - Color correction should be supported by the software.

I need an expert in Photoshop to alter some aspects of my graduation photos. Specifically, the project involves: - Replacing the hand holding a hat with another hand in a casual open pose. - This requires a high degree of precision and attention to detail in order to look natural and blend seamlessly with the rest of the image. Ideal candidates will have advanced skills in Photoshop, especially in object swapping. Experience in retouching and editing portrait photography would be advantageous, as well as a keen eye for detail to maintain the integrity of the original photo.

...Learning Management System (LMS) have recently fallen victim to a malicious hacking incident. As a result, our hosting environment has been compromised, leaving our digital infrastructure vulnerable. We are urgently seeking an experienced and trustworthy freelancer who can assist us in rectifying this issue. The tasks involved are multifaceted and require a comprehensive approach: 1 - Malware Detection and Removal: Conduct a thorough scan of our website and Moodle files to identify and eliminate any traces of malware or suspicious code. 2 - Platform Upgrades: Upgrade both our WordPress website and Moodle LMS to their latest stable versions to ensure robust security and optimal performance. 3 - Secure Transfer to New Hosting: Migrate our website and Moodle instance to a new Virt...

I'm in need of 1-2 skilled writers to create engaging and informative articles on a regular basis for us. It's position from where you can ensure regular income 7 days a week. But the articles have to be written manually and must pass our recommended AI detection tools. Needless to say, the quality has to be top notch. SEO knowledge is necessary. Payment: - 1 NZD/100 words (Fixed) You can work as long as you want if you can meet our criteria. Start your bid with "1 NZD/100 words (Fixed)". Thank you.

I'm in need of a proficient professional who can assist me across a range of software for MEP (Mechanical, ductwork ) projects. Specifically, I require help with the initial setup and ongoing support and training for the software listed below: - Navisworks: Assistance with clash detection. - AutoCAD: Support in 2D drafting. - Revit: Expertise in 3D modeling. - Fabrication CADmep: Assistance in MEP fabrication. - Revisto: Guidance for project collaboration. Given the complexity of the software and the specific areas I require assistance with, I'm looking for someone who is not only proficient in these tools but also a great teacher. Your ability to explain complex concepts clearly and guide me through the setup and training process will be essential. If you're skil...

...agricultural sector. Key Features: - Crop selection and management: The app should help users choose suitable crops according to their location, climate, and soil type. It should also offer insights on how to manage these crops effectively. - Weather information: Users should be able to access real-time weather data, forecasts, and relevant alerts to optimize farming activities. - Pest and disease detection: The app should have a feature that enables farmers to identify common pests and diseases, and provides solutions for their control. - Sell and buy service: The app should facilitate the buying and selling of agricultural products, including seeds, pesticides, and other farming-related goods. - Sell pest: There should be a dedicated area for pest sales, ensuring a safe and e...

I've got an YOLO v8 model for leaf disease detection, wrapped in a Streamlit UI, and now I'm looking to take it to the next level. Server Deployment: - I'm in need of an expert who can deploy this model onto any free cloud server. Your experience with cloud services will play a key role in ensuring the model works seamlessly once deployed. Mobile Integration: - I need to integrate this model with a mobile app with minimal ui. For this, I'm open to any free available mobile app development platform, but I need it to be user-friendly and efficient. - The mobile app should be able to take in images as input and upload them to the model. It should then display minimal results back to the user once the image has been analyzed. Desired Results: - The app shoul...

I'm seeking a proficient Zapier expert who can develop a Zap that automates several tasks when a new PDF is added to my Google Drive folder. Key Requirements: - Flatten the PDF: The Zap should flatten the new PDF file upon detection. - Extract Each Page as .tiff File: After flattening, the PDF pages need to be extracted individually as .tiff files. - Email Notification: Notify me via email once the process is complete. It's essential that the successful candidate is well-versed in Zapier and PDF handling. Familiarity with API would be an added advantage, although not necessary as I do have an API key if it's needed. Your role will be pivotal in streamlining my workflow and ensuring efficient management of PDF files. If you possess the requisite skills and can deli...

A new project for significant 4 corners

Looking for an experienced image processing professional able to create a system that detects traffic lights under various weather conditions with an accuracy of 80% to 95%. Skills and experience: - Strong grasp of image processing principles - Experience in designing systems for traffic light detection - Knowledge of error margin handling in image recognition - Capable of working with weather variant condition images Objective: - Create a functional traffic light detection system - Ensure it works effectively under different climates - System should reach a moderate accuracy of 80% to 95%. i need this project to be done before the deadline : 5/1/2024 i have the dataset from this site : !Akhz5L4oxpUGiX2BR8RRl4B-XJ4I?e=fFFkll it should be done using python and the

I am in need this by MAY 1 3PM max. an Android mobile application to contribute to my ongoing project - a leaf disease detection model which utilizes a streamlit UI. The sole purpose of the app should be to enable users to upload JPEG, PNG, JPG images to my model. Results will not be required to display extensively on the app, thus a minimalistic design would be most appropriate only showing the predicted class, cause and prevention which is already present in the UI. Key requirements include: - Proficiency in Android development - Experience in integration of image upload features - Ability to work with existing systems and models - Familiarity with JPEG, PNG, JPG image format Understanding of image-based machine learning models would be beneficial but is not a necessity.1

I'm in need of a skilled engineer who can help me secure a variance from the county. The goal is to ensure the septic system's proximity to my deck does not pose a risk and vice versa. This will involve creating a letter that addresses the following key points: - The septic system should not have any adverse effects on the deck's stability or integrity. - The deck should not in any way compromise the effective functioning of the septic system. I have the following documentation available: - Septic system design plans - Site survey - Photos The successful candidate will be able to demonstrate: - Proven experience in dealing with local building and safety codes. - A comprehensive understanding of septic systems and their requirements. - Excellent written communication s...

As a party involved in an ongoing legal proceeding, I need the expertise of a professional in information security/cybercrime, preferably with a strong proficiency in Microsoft systems, to thoroughly analyze and decipher my Windows event logs. Key objectives include: - Verification of user activity evidence during a specific time period. - Detection and detailed analysis of keyboard inputs, mouse movements, and/or application launches. Prerequisites: - Experience handling sensitive data and understanding of confidentiality requirements due to the legal implications of findings - Familiarity with Windows 11 PC software and systems - Proven ability and tools to analyze Windows event logs - Availability to complete the analysis quickly, accurately and provide a comprehensible report...

I'm seeking an expert in Long Language Models (LLM) to develop a model that can detect vulnerabil... Key Requirements: - Experience with Long Language Models (LLM) such as GPT, BERT, etc.. - Previous work and experience in the field of cybersecurity, particularly in vulnerability detection. - Ability to design and implement a model that can accurately identify network traffic patterns associated with vulnerabilities. The successful freelancer should be able to: - Understand the nuances of different LLMs in order to choose the most suitable one for the task at hand. - Develop a robust vulnerability detection model using the chosen LLM. - Demonstrate their experience in cybersecurity and vulnerability detection. Please highlight your experience in the aforemention...

...Network status (up/down) - Bandwidth usage - Network latency - Download speed - Upload speed • Device Monitoring: This system should be able to monitor a 4G Router. • Perform specific actions like: - Receiving real-time alerts - Generating reports - Viewing historical data - Receiving intrusion detection This project requires someone with experience in network monitoring, as well as a good understanding of 4G routers. Familiarity with creating real-time alerts, report generation, and intrusion detection mechanisms will be crucial for this role....

I am seeking a Python developer with expertise in image processing and Pytorch to assist with AI image processing in Python code. Key Requirements: - Skilled in Python programming - Proficient in Pytorch - Experience with image processing...Python developer with expertise in image processing and Pytorch to assist with AI image processing in Python code. Key Requirements: - Skilled in Python programming - Proficient in Pytorch - Experience with image processing using AI - Ability to work with and integrate AI image processing code The task involves handling image processing tasks using AI, most likely image classification, object detection and segmentation. The outcome of the task is to have a functioning AI image processing code. Please get in touch if you have the necessary ...

I am seeking a proficient freelancer to help convert a straightforward text-only PDF file into an editable Word document. The sole purpose of this conversion is to edit the content, hence a high level of accuracy ...conversion is to edit the content, hence a high level of accuracy is vital. The ideal candidate should: - Have ample experience in data entry and PDF conversion tasks - Possess strong attention to detail to maintain the integrity of the text - Be reliable and quick, without compromising the quality of the work The text within the PDF is simple and clear, so understanding the context would not pose much of a challenge. However, due diligence in maintaining the original text's coherence while converting is crucial. Please submit your bid keeping these factors in m...

I need assistance with an unusual issue. Rstudio can't locate an image file with the code I've written, even though the image is in the same directory as the project. Currently, I'm using the function in R to attempt to load the image, but it doesn't seem to recognise the file. Key tasks include: - Debug why Rstudio cannot locate the image file - Offer a solution to help Rstudio identify the image file - Ensure the function works effectively Skills and Experience: - No R studio knowledge - Useless

...enterprise and require an expert in OCR technology to design a program for me. The main function of this program would be to detect and digitize human handwriting from forms, consolidating that information into an Excel sheet. There would be a subsequent function for field extraction to compile a final report. - Desired Skills and Experience: • Proficiency in OCR technology for handwriting detection • Experience in custom software development • Excel programming expertise for auto-consolidation of data • Knowledge of report generation mechanisms within software Successful execution of this task would drastically streamline data processing in my start-up. To increase accuracy, the OCR program needs to be trainable, in order to recognize unique handwriting ...

...applications on Windows. - Familiarity with JavaScript and web automation libraries (like Selenium or Puppeteer) for simulating user interactions with web browsers. 2. Web Automation and Scraping: - Experience in web scraping and automation to interact with search engines, simulate searches, click actions, and navigate websites. - Understanding of techniques to manage and bypass bot detection mechanisms like CAPTCHA, and JavaScript challenges. 3. Network and Proxy Management: - Knowledge of IP rotation and proxy management to simulate traffic from different locations and devices without being blacklisted by search engines. - Experience in setting up and managing Virtual Private Servers (VPS) for deploying applications that require constant uptime an...

I'm looking for an experienced Python developer to help with an image processing and machine learning project. - The primary goal of the project is object detection. - Specifically, I need to detect mouths in images. - The developer will need to use machine learning techniques to train a model to detect this specific object, and then implement it for processing images. - The ideal candidate should have experience with image processing, machine learning, and Python programming.

This project requires the development of a sophisticate...monitoring of the e-bike's position. 2. Geofencing Capabilities: To create a virtual boundary and enable alerts when the e-bike transcends it. 3. Theft Detection: Alerts or signals that notify when potential theft activity occurs. The system should gather and report specific information including: - Location History: To maintain a comprehensive record of places the e-bike has traversed. - Battery Level: To keep an eye on the battery status and inform e-bike users when the energy runs low. Ideal candidates should possess a deep understanding of GPS systems and tracking technology, with capable experience in developing geofencing and theft detection features. Familiarity or experience with e-bike mechanics and sy...

MATLAB USERS Visual Processing and Object Detection: The first task will be to detect and segment objects in images using traditional computer vision methods. It will be necessary to automatically separate the balls from the background and evaluate the accuracy of the segmentation. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the tracked path with the real one and report writing