Object detect kalman matlab työt

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DWG tiedoston koon pienentäminen objekteja "mergettämällä"

Testing and Deployment Describe how the system will be tested and deployed. Discuss your operational security of the system with respect to the Identify, Protect, Detect, Respond, Recover categories of NIST Cybersecurity framework. Describe what you will be doing at each phase. what is needed: NIST framework document like what you can do here. Usability testing see my for test plan

I'm looking for a skilled Python developer to create a security application with robust intrusion detection capabilities. Key Features: - Intrusion Detection: The application must be able to detect and alert me about any potential security breaches. - Log Gathering: I'll need the app to effectively and securely gather logs from IoT devices. - Access Control Management: It should have the ability to manage and control access to the security system. Logging Mechanism: - The application should be able to log activities from sensors and smart home devices effectively. Ideal skills and experience: - Strong Python programming skills, coupled with experience in security applications. - Proficiency in designing and implementing robust intrusion detection systems. - Prior wor...

As someone who is experienced in using Photoshop, I need your expertise in removing unwanted people from my picture. Here are the requirements: - Object removal: specifically, the removal of five or more people. - Ensure the main subject remains unharmed and the picture still looks natural post-edit. - Deliver high-quality work, with attention to detail and professional image editing skills. Your prior experience of similar tasks will give you an edge over the others. I'm expecting a seamless finished product.

...should come up with these yourself. Nonetheless you can also draw from one or more ethical theories that we covered as well as the relevant articles that we read. Do not consult outside sources. When referencing the material that we did cover, simply cite the page numbers of which quotes, if any, you draw from them. You should also present objections to your view. Here is an example: "Someone might object that, with strict laws, there won't be any slippery slope resulting in the death of many other patients." And you should present responses to those objections. Otherwise it looks as if you've contradicted yourself! Once you present your reasons, objections, and responses, make sure that you state what your decided view on this is. Here is an example: "I ...

I'm seeking an experienced MATLAB expert to assist in developing a strategic plan for optimizing battery usage. This project involves creating a comprehensive, data-driven strategy to maximize the performance of a battery system while extending its lifespan. Key Responsibilities: - Assist in identifying the primary goal of the battery usage strategy (maximizing battery life, maximizing performance, or finding a balance between the two) - Utilizing MATLAB to analyze historical data, develop mathematical models, and simulate various scenarios to determine the most effective battery usage strategy - Collaborating with me to understand the specific device or system the battery is being used for, and tailor the strategy accordingly - Providing an actionable, detailed plan fo...

I'm in need of a skilled individual who can design a system that effectively detects overhead power lines. The primary purpose of this system is to prevent accidents from occurring due to the proximity of these power lines. Key Requirements: - Detection Technology: While I'm open to suggestions, I'm leaning towards the use of laser sensors that can accurately detect thin wires. This is crucial as thin power lines can sometimes go unnoticed by traditional detection methods. - Detection Range: The system should be optimized for short-range detection, around 10 meters. This will allow for timely warnings and preventive actions against potential accidents. Ideal Skills and Experience: - Proficiency in sensor technology, particularly laser sensors - Prior experience in d...

I'm looking for a proficient Matlab programmer with expertise in chemical engineering simulations to develop a comprehensive model for a Plug Flow Reactor (PFR). My goal is to analyze the conversion of reactants, product yield, and overall reactor efficiency, focusing on temperature and pressure as critical parameters. Key Project Deliverables: - Establish the PFR model in Matlab. - Integrate temperature and pressure variables using 2-D pseudo homogeneous model. - Calculate reactant conversion, yield, and efficiency. Ideal Candidate: - Proficient in Matlab coding. - Solid background in chemical engineering, specifically reactor design and modeling. - Understanding of PFR kinetics and mass-energy balances. - Ability to interpret simulation results for optimizati...

I need a professional to connect my OAK PoE camera with a Raspberry Pi 5. I have the camera working perfectly fine on my DELL computer. However, I'm unable to use the camera with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip instal...

I need a professional to connect my OAK PoE camera with a Raspberry Pi 5. I have the camera working perfectly fine on my DELL computer. However, I'm unable to use the camera with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip instal...

...to execute an AI-based Android app meant to perform tasks such as image classification and face recognition. An integral requirement for this role is proficiency in the integration of JNI C++ libraries. The foundations of the project include: - Development of an app compatible with Android phones - Integration and enhancement of machine learning algorithms into the app - The app must process object detection & tracking tasks using machine learning The ideal candidate should have: - Prior experience in Android app development - Strong knowledge of machine learning - Proficiency in the integration of JNI C++ libraries Integral to success in this project is a developer's ability to balance technical machine-learning objectives with user-centered design principles. Thi...

I need a proficient Matlab Simulink professional to simulate the current production in a semi-truck's solid oxide fuel cell. This should take into account multiple variables, specifically: - Temperature - Pressure - Fuel flow rate These should be varied at high levels in the simulation. With a requirement for medium precision, the model should sufficiently represent the real-world scenario without too much granularity. The goal is to understand how these variables affect the current production. The ideal candidate should have a strong background in thermodynamics, system simulations, and Matlab Simulink. Experience in solid oxide fuel cells and vehicular simulations would be a significant advantage.

I'm in the market for an experienced professional who can set up a comprehensive IP CCTV system for me using Blue Iris software. - The Scope: Align and configure 120+ cameras onto the system optimally, ensuring maximum area coverage and efficient running of the software. 1. Make sure Deep Stack AI is installed on all the cameras to detect motions for only Humans, Machine Movements, Vehicles, Trucks from 50% confidence level 2. For cameras pointing outside the yard perimeter, to create detection zones, i.e. people walking close to the perimeter fence and ignore cars in the main road 3. Ensure settings for recording, is only clips during AI motion detection, no recording at all when there is no motion detected 4. Set the detection clip video file format to MP4 and ensure all p...

I'm seeking a versatile freelancer to develop an object detection-based localization project. The primary aim is to identify, track, and precisely determine the location of a mobile robot, with a focus on real-time continuous tracking. - Key Tasks: - Develop an object detection tool for a mobile robot - Ensure a high degree of accuracy in real-time continuous tracking - The system will function in an indoor environment Ideal freelancer needs to have skills in robot motion algorithms, machine learning, and a deep understanding of complex robotics-related technologies. Experience in indoor robot localization is a must.

i want to design a logo for project managment software the namek is : Tasky colors is blue Do not use the the ward as a name create an object beside the name and use 3 levele if the color logo should be modern do not copy logo from search engine

I need assistance from a skilled professional who can efficiently convert a DXF/DWG 3D object to STP/STEP format. The primary intent behind this conversion is to perform Finite Element Analysis (FEA). Essential Requirements: - Your work must be compatible with SolidWorks. - The detail level in the converted model should only be basic. Ideal Skills and Experience: - Proficiency in DXF/DWG and STP/STEP formats - Experienced in 3D object conversion for FEA - Familiarity with SolidWorks software You are expected to make the model ready without any issues hindering the analysis process. Your ability to convert 3D objects quickly is highly valued in this task.

...the blurness & sharpness quantification of images and videos data will be written in same filename but with .json as extension we will share you testing images and videos 2 modes required - demo mode with showing the video+persisting the demo video - performance mode, which only processes the data MS2 same as MS1, except now you extract the different noises from the image. Also as json MS3 now detect faces and identify the noises and sharpness/bluryness of the faces. Also as json MS4: rest will be discusses and agreed mutually Budget? will not be disclosed, place your best bid to get considered Payment? - you estimate in a WBS (optimistic, expected, pessimistic, where optimistic < expected < pessimistic) after getting the task - we discuss about clearances and ef...

...first with working code, wins. The gui for the python code is up to you but maybe it could work well if I can have section one establish focus on right scrolling panel and ignore the left panel. Second section: because this is sendkeys basically we will use the keyboard to navigate. A text box stating how many tabs until we get to the first web object button to select, Then a second text box to state how many tabs to until we get to the 2nd web object button to select and so on for 7 buttons total. Each of the seven buttons should have an option next to the number to show that it is the last button be pushed and it is either selected or blank. If it is selected then it is designated the last button in the sequence and it waits for the webpage to cycle and refresh then...

I'm looking for an expert specialized in Computer Science (CS), Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with e...Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with emphasis on Renewable Energy Integration. This will require: - Profound knowledge of Computer Science, Electrical and Mechanical Engineering concepts - Expertise in dealing with Power Systems, specifically Renewable Energy Integration into Power Systems - Tools Matlab, Python - Algorithms development Expect your assistance to be comprehensive, covering all bases to ensure outstanding outcomes. Your bid should demonstrate your expertise ...

I am seeking an experienced Python professional to develop a system that can accurately detect fake invoices. The aim is to prevent financial losses and enhance security. Need to detect a submitted computer generated receipt in pdf if it is a tampered or real one. There are chances like in the computer generated bill some people can change the amount, name, address sections and submit. This model should able to detect all those tampered PDFs with minimum false positives. Do metadata analysis QR code reading in the receipt and validation Key Responsibilities: - Develop a fraud detection algorithm using Python. - Test and tune the model for maximum accuracy. Ideal Experience and Skills: - Proficient in Python programming. - Proven experience in creating algorithm...

...of photos that require professional enhancement. The main need is to adjust the brightness and contrast to make these images pop. Additionally, I need help removing an object from each image. Key requirements: - Brightness & contrast adjustment: The images need to be enhanced, ensuring they are visually appealing and high-quality. - Object removal: Each photo has an object that needs to be seamlessly removed from the background. - Output format: The final images should be delivered in JPEG format. Ideal skills for this project: - Photo editing expertise: You should have extensive experience in photo enhancement and object removal. - Attention to detail: The ability to execute these enhancements with precision is crucial. - Time management: Delivering hi...

I'm seeking a proficient Photoshop expert whose main task would be to remove the background from my high resolution (300 dpi or above) images. Here's what I need: - Remove original background from given photos - Ensure edges are smooth and object in focus remains intact - Optimal adjusting of color and contrast post background removal - Insert a simple placeholder background in the interim The perfect candidate should have skills in Photoshop or similar software, with a strong focus on detail and an impressive portfolio showcasing past projects of a similar nature. Note that the ability to efficiently handle high-resolution images is a must for this project.

I am seeking a skilled investigator with technical expertise in identifying IP addresses and locations from emails and VoIP calls. The objective is to pinpoint the sender's location and detect any suspicious activities. Key job requirements: - Technically proficient in tracking IP addresses and locations from emails and VoIP. - Ability to provide a detailed regional breakdown of the identified location. - Should be competent in processing and analyzing large data sets, as I will provide all the necessary emails and VoIP phone numbers for tracking. Desired experience: - Previous experience in similar projects concerning cyber security and digital forensics is a big plus. - Advanced analytical and problem-solving skills are necessary. - Proficiency in tools related to ...

I'm in need of a highly skilled photo editor who's proficient in advanced editing techniques. The ideal candidate should be able to perform the following tasks: - **Color Adjustments:** The ability to adjust colors in a way that enhances the overall aesthetic of the pictures. - **Object Removal:** The capacity to seamlessly remove subjects from the images without leaving any noticeable traces. - **Retouching and Manipulation:** Advanced retouching skills and the ability to manipulate images in a sophisticated manner. The edited photos will be used for both social media posts and print materials, so attention to detail and quality is of utmost importance. If you have a keen eye for detail, a creative mindset, and a strong background in photo editing, I'd love to hear...

I'm looking for a polished video editor to enhance a 60-second video. The project entails adding objects, refining lighting and revamping the overall aesthetic. Key tasks: - Adding objects such as racks and decorations - Modernizing the color scheme with neutral tones: white, gray, beige - Completely reimagining the space with a fresh and modern look, including the walls, floors, and racks - There will also be a requirement to upgrade the lighting to complement the new color scheme Ideal freelancers should have: - Extensive experience in video editing - A keen eye for color and detail - Experience working with interior design-style edits - A creative, modern aesthetic - Excellent communication skills to understand and implement my vision precisely. Your portfolio should d...

I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance through mAP,...

...TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object detection - Capable of e...

I'm looking for a skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model fil...for a skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model files. - The Caffe model is available in both .caffemodel and .prototxt formats. - The primary goal is to create an object detection model using TensorFlow. - The details about the desired input size for the images in the TensorFlow model should be deduced from the Caffe model provided. - Also provide F1 Score, mAP, FPS and architecture in-depth explaination of the model. Ideal candidate should have: - Proficiency in both Caffe and TensorFlow. - Proven experience in object detection models. - Ability to work with different image input sizes. Data...

I need a seasoned LabVIEW developer who is skilled in handling data acquisition and processing as well as GUI design and user-interface development. Key tasks include: - Working on the interface that controls our vision camera. - Implementing features for image processing and analysis. - Developing functionality for object detection and tracking. Extensive experience with instrument control automation, particularly with vision cameras, is highly advised for this role. I'm expecting a meticulous eye for detail, excellent problem-solving abilities, and a deep understanding of LabVIEW. If you have handled similar projects in the past, that would put you at a strategic advantage.

I'm in need of a core PHP expert for a long-term project. The ideal candidate should be proficient in object-oriented programming, MySQL database integration, and API integration. Key Responsibilities: - Developing and maintaining a custom web application or e-commerce website - Ensuring high performance and responsiveness from the web application - Collaborating with the team to define, design, and ship new features Experience & Skills Required: - Strong understanding of PHP back-end development - Proficiency in object-oriented programming - Experience with MySQL database integration - Familiarity with API integration - Proven track record in delivering high-quality work - Good problem-solving skills - Good understanding of security principles and compliance Thi...

I'm looking for a photo editor that can help me place furniture in a room and adjust perspective. Key Features: - Placing object in a room - Adjusting perspective Ideal Skills: - Experience with photo editing software - Proficient in object placement and perspective adjustment - Strong attention to detail and design aesthetics Please note that the primary focus will be on placing furniture in different rooms and ensuring it looks natural and well integrated.

I'm seeking a skilled Photoshop editor to assist with a...circled them in red in the second image provided. Precision and attention to detail are crucial for this task. - Background cleanup: The desired background for the picture is the same as the original. This means the area where the objects have been removed must seamlessly blend with the rest of the image. Ideal skills and experience for this job include: - Proficiency in Photoshop - Experience in object removal and background cleanup - Attention to detail and ability to work with precision - Creativity to ensure a seamless and natural look after the edits. For this project, I'm looking for someone who can deliver high-quality work within a reasonable timeframe. Please let me know if you're the right pers...

Matlab Simulation Battery Optimization Urgent Work

...mobile application. The focus of this project is to refine the functionality of the Trending Screen, specifically to display products currently available on Wishive, which are integrated with Woo-Commerce and modify the click behaviour for in-app web-view. API calls will be provided. Below is a detailed breakdown of the tasks involved: 1. **Modify Trending Screen:** - Remove the search bar object located under the Wishive Live Marketplace bar. - Delete categories (breadcrumb) displayed under the search bar. - Eliminate the "Add to Cart" button from the products taxonomy. - Modify the display of thumbnail product images to fetch from the CDN entry from API dataset instead of the internal media gallery. 2. **Modify Product Item Behavior:** - Change the de...

I'm urgently...and security purposes. This camera has been primarily used for detection and measurement of people and animals. - Detection and Measurement: Creating a system that can effectively detect and measure people and animals, based on the camera's findings. Ideal skills and experience for this project include: - Proficiency in VR and AR development for the virtual stadium experience. - Expertise in developing secure and efficient ticketing platforms. - Previous experience with sports analytics tools. - Familiarity with advanced surveillance systems, especially the Helios 2 Lider Camera. - Strong background in object detection and measurement algorithms for security and crowd management. If you're someone who can take on this complex but exciting pro...

I need a skilled professional should know very...check and 100$ displayed eg: iphone - 1000$ click on Cart button Goto cart page - -> Add check and cart is displaying and calculate time Verify how much time taking to reach Cart page. Goto Payment page - Add check 1000$ is dispayed - Caluculate time here. Make Payment - > Add check 1000$ is dispayed Verify how much time it taking to complete the payment. * create simple page object model framework * should run 10 vus in local * Add Testng Report if possible * how many test cases executed how many passed or failhow many test cases executed how many passed or fail * need to write this code in javascript using k6. * need matrix how much time is taking for each page load (not Aggregate matrix which k6 tool is gi...

I'm Urgently see...expert who can help me with a specific task in ArenaView software. I need to create a model simulation focusing on object detection, specifically people. Key points: - The main goal of this task is to implement object detection capabilities in the model simulation. - The simulation should accurately represent how these 'people' objects interact with other elements of the system, and how they might impact the overall process. Skills and experience: - Proficiency in using ArenaView software is a must. - Experience in object detection, particularly in a simulation environment, would be highly beneficial. - An understanding of process improvement, particularly within the context of object detection, would be a big plus. Please ...

I'm seeking a proficient game tester to provide comprehensive testing for my mobile game. The primary goals of this testing are to carry out game testing, bug detection, and anti-cheat testing. Key Responsibilities: - Conducting thorough testing to detect bugs in the game - Performing dedicated anti-cheat testing to ensure fair play - Sharing detailed reports on all encountered issues - Providing feedback on user experience The ideal candidate should have: - Proven experience in game testing, particularly in the mobile gaming sector - A keen eye for detail and an ability to thoroughly investigate potential bugs - A strong understanding of anti-cheat mechanisms and how to test for their efficacy Platforms: - The game is built for Android, thus the testing will be required on...

I need a Python code that can detect and count objects on the ground. Key requirements include: - Detecting and counting objects on the ground, concept similar to crowd counting. - Providing a reliable count in, as well as evaluation. Deep learning based counting would be helpful. Ideal freelancer for this project should have: - Proficiency in Python - Experience with object detection algorithms - Knowledge of crowd-based counting systems

...an existing Matlab project related to image processing. An issue has arisen with the code failing to read images as expected. The task will involve you looking inside the mechanics of the current program, identifying the source of the image reading problem and then rectifying it. The work doesn't end with just repairing the code; measures should be taken to ensure this error doesn't recur in any possible future scenarios. I am looking for someone with: - Proficiency in Matlab image processing toolbox. - Strong skills in Matlab debugging. - Experience in identifying and fixing the root causes of scripting errors. - An ability to work efficiently and quickly. Additionally, it would be beneficial if you have: - Prior experience troubleshooting 'Image...

I am seeking an expert in AI development to create an advanced AI traffic surveillance system. Must made already This system wi...pedestrians. - The level of accuracy required is high; the system must be able to identify and track objects with precision. - The system should be designed to work efficiently in a mixed urban and rural environment, adjusting to the different challenges each setting presents. Ideal Skills: - Proven experience in developing AI traffic surveillance systems. - Strong understanding of computer vision and object tracking algorithms. - Familiarity with mixed urban and rural environments and the challenges they present. - Ability to deliver a high-accuracy, reliable system. I am looking for a professional who can deliver a robust solution that meets these req...

I'm looking for an iOS developer with strong experience in working with Sprite Kit/Scene Kit and UIKit, specifically in the context of game development. The main objectives of the project are to create an engaging iOS GUI for a physics-based collision game. Key Requirements: - Develop an iOS GUI for a physics-based puzzle game 1-2 screens - Implement object collision mechanics as the primary genre of the game - Ensure the game is engaging, intuitive, and visually appealing Ideal Skills and Experience: - Proficiency in iOS development, particularly with UIKit - Extensive experience with Sprite Kit/Scene Kit - Past projects that demonstrate a solid understanding of game development, especially puzzle games - Strong understanding of physics-based mechanics in game design - Abili...

As an online entrepreneur, I'm struggling with the slow loading speed of my WordPress website. This is exacerbated by high server resource usage and poor caching and optimization. More worryingly, I'm dealing with an excessively large Document Object Model (DOM) that further hinders the performance of my site. However, I'm unable to pinpoint specific issues caused by this. I require a skilled professional with in-depth knowledge of WordPress performance optimization to address these problems. The right person should be able to streamline my site for faster loading speed and lower server resource usage. They should also have experience in proper site caching and optimization, and have technical know-how to handle DOM size reduction and enhancements, making the site m...

...in designing and building high resistance measuring circuit solutions. You'll specifically be working to design an electrical module that focuses on two main functions: 1. Measuring Circuit Resistance - The module should be able to accurately measure high levels of resistance, specifically, greater than 100 ohms. 2. Fault Identification and Display - The module should be able to not only detect a fault in the circuit but also display this fault for an operator to see and diagnose. Ideal candidates should have: - Strong knowledge and background in electrical engineering, specifically circuits. - Experience with designing for high resistance applications. - Understanding of fault diagnosis and rectification in circuits. - Ability to create an effective way to display ...

I'm seeking a skilled Python freelancer to assist me with a specific automation project. The task involves training video frames for bee detection. Key Tasks: - Tra...You'll be responsible for training the Python code to recognize bees within these frames efficiently. Goal: The primary objective of this automation task is to enable the Python script to accurately recognize bees within the video frames. The end goal is to achieve optimal object recognition. Ideal Candidate: - Proficient in Python programming - Experience in object recognition - Familiar with training video frames - Background in automation and data analysis If you have the necessary skills and experience in Python, object recognition, and automation, I'd like to hear from you. The c...

...type of patient we have and what information we will ask for. 2. Print patient information It will print all the patient information using the toString Method 3. Submit a PCR test result It will ask for the patient id and update the pcr test value for that patient. Any regular patient who gets a positive PCR test should be considered a covid19 patient from that moment. (Hint: copy old object data to the new object) a covid19 patient will be discharged if the PCR test result was negative. 4. Do rounds  It will ask you to enter the current temperature for every Covid19 patient.  It will treat all the patients currently admitted to the hospital and print out each patient’s id and what is the recommended treatment 5. Discharge patient It will remove the patient from ou...

For this project, I'm seeking a skilled 3D modeling artist to create a modern style watch model in Blender. While the watch should be moderately detailed, hyper-realism isn't the main focus, yet the model must be believably realistic to a degree. The Requirements: - 3D modeling experience in Blender software - Proven...objects - An understanding of modern watch design and aesthetics - Ability to apply bump mapping technique for minor surface irregularities The deliverable will be a moderately detailed 3D model of the modern watch, utilizing bump mapping to simulate minor surface irregularities instead of complex modeling. Please provide relevant samples of your previous work in 3D modeling, preferably modern object design. Such prior experience will be considered more fa...

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. ...

I'm seeking a skilled machine learning expert who can train a Convolutional Neural Network (CNN) for object detection, specifically tennis balls. I have my own dataset. This dataset is poor so I will need a skilled expert. I need detections on at least 50% of the frames. Key Responsibilities: - Train the CNN model on object (tennis ball) detection - Fine-tune the model for higher accuracy - Provide the trained CNN Model's code and implementation details