Face classification matlabроботи

...SCRFD for Java Android 2) Implement it in our app by replacing MLKit and connect it to our engine 3) Replace our engine with ARCface The App must be fast and robust. For the 1st milestone deliverables... implement MOSSE tracking with SCRFD for Java Android running the C++ libs. Create a demo app that runs detection and tracking and: 1. shows boxes and tracking ID for each face detected. 2. model size 3. fps 4. face confidence 5. screen resolution 6. Allow the app to run on Android's both front and back camera 7. add a zoom feature if supported by the device's camera. 8. add an option to upload and process recorded videos. no need to do ui/ux design key point is to integrate c++ library with android app Need to do some test before start Check SCRFD android re...

...is called Project Mobility. This is the website: Your personal experience in sales, or charitable work, does not matter. More important is a personality that thinks in terms of possibilities, and is naturally likeable. We have established a well-organized infrastructure of information, and a donor payment platform. What we need is the human element. A "face" to represent our initiative, so that our work is not only systems-driven and computerized. The right candidate will be willing and eager to make phone calls to prospective ally organizations, and to post on social media in a way that builds momentum. The compensation for this role can be EXCEPTIONAL because our suppliers are willing to make price cuts to help us afford this extra internal service

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 ML engineer who is well-versed in hugging face. I want to implement a PPO trainer pipeline on a custom dataset using hugging face’s TRL library

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'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifi...processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

I am in need of a personal semi-realistic illustration. I would like to have my friend's face in place of the Burger King king's face, like in the attached picture. I can supply a picture of my friend upon acceptance. Finally, I would like the Burger King logo on the crown and on the necklace amulet to say "Derger King" instead of Burger King Key Points: - I require a semi-realistic style drawing for personal use. The illustration does not need to be hyper-realistic but should have some degree of detail and depth. - The illustration is for personal, non-commercial use, so the focus is on aesthetic quality rather than specific branding or marketing goals. Ideal Skills and Experience: - Proficiency in illustration, particularly in a semi-realistic styl...

Hello, I need 5 ushers to work as door selection for an upcoming event scheduled to for tomorrow 19/4/2024, If interested send me your...control: As the event is expected to attract a considerable number of attendees, we need ushers who can help in managing crowds, maintaining order, and ensuring the safety of all guests. Experience in the field is a plus. Given the historic and iconic location of the event, previous experience in similar roles is preferred. Excellent communication and people skills are a must, as you'll be the face of the event and will interact with attendees. Professionalism and the ability to handle high-pressure situations calmly are also highly valued. The expected duration for the ushering services is 12 hours, running from the start of the event to ...

I'm in need of an expert in Python who can implement a neural network for natural language processing. The ideal freelancer should have strong experience in machine learning, specifically for NLP tasks. Training a neural network model for natural language processing. Specifi...processing. Specifically the goal is to implement with a custom dataset. Key Requirements: -Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Experience in developing neural networks for NLP - Ability to create models for sentiment analysis, named entity recognition, and text classification Please provide details of your relevant experience and how you plan to approach this project in your application.

Seeking a skilled and experienced developer 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 obje...

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.

...my voice or simply recognise the value of the gift I receive on tiktok live or to clicks/taps, (ideally the interaction have to be with my voice or recognise the gift value on tiktok live but if not possible it can be clicks or taps on the screen). The app should have a soldier image in the background, which I envision with a cartoonish visual style I can provide the image it could be cool if his face expression change when he receives damage. Successful freelancers should include: - Knowledge about tiktok lives - Experience in creating game-like features and apps - Detailed understanding of implementing voice recognition or touch interactions in a health bar context - Creative ability to make the health bar interact Ideal Skills: - Tiktok lives - Android App Development - Inte...

I am in need of a sleek, minimalist logo that will serve as the face of my marketing and advertising campaigns. Key Requirements: - We are looking for a singular, minimalist logo that captures the essence of our brand. - The logo should be appropriate for a range of marketing and advertising materials, such as brochures, business cards, and online banners. Ideal Skills: - Graphic design experience, specifically with branding and logo design. - Strong understanding of minimalist design principles. - Ability to create a logo that can be adapted across various marketing mediums. - Previous experience with marketing logos is a plus.

I'm looking for an experienced illustrator to create an anime-style color portrait of an older woman. The character should be depicted as tired and grumpy, capturing the essence of this emotion with a touch of humor. Key requirements include: - Anime-style expertise: Applicants should have a strong portfolio demonstrating proficiency in t...'tired and grumpy' in a fresh and engaging way is crucial. - Attention to detail: It's important that the final piece is rich in color and in line with the anime aesthetic. I own a wolf sanctuary. I’m just looking for a profile pic of me, tired, grumpy and holding the coffee cup that says "I will bite you". The cartoon photo of the dark haired woman is what I’m looking for. The blonde photo is a face ...

...to quickly identify and fix whereas I would have to spend an much more time to identify it Main Goal: Increase website traffic Target Audience: it is HVAC ecommmerce heavy equipment sales which are shipped into the field, nationwide with fulfillment centers in nearly every state, so ship to the fields locally to the buyer which needs to be emphasized as HVAC is in essential service product classification so the demand is high, and even higher, when locally shipped and fulfilled that as a authorized direct dealer of the brand can do this locally for much quicker local service than competitors having to ship and fulfill from whatever home state the company is in Budget: Less than $500 per month Skills and Experience: - Proven experience in managing successful Google Ads campaig...

I have a cartoonized image that I'd like to personalize by incorporating my face and my partner's face. I'm also looking to change the background to something abstract or patterned and adjust the overall color scheme. Key Requirements: - Seamlessly blend our faces into the existing cartoon style. It should look natural and in sync with the rest of the image. - Replace the current background with an abstract or patterned theme. We can discuss specific ideas during the project. - Modify the color scheme of the image to enhance the overall visual appeal. Please note: - The final result should be a cohesive and visually striking piece. - Prior experience with similar projects in digital art and image editing is highly desirable. - Knowledge of cartoon art and the...

...topics(about 20 mins for each topic)/2 persons as a group. Payout: $50 (2 person as a group) total 1.5hrs with 3-4 topics. Its a one time project only. NOTE-: For this project we need a 1 minuet group conversation as a sample. ( in sample you speak anything with your partner in same room . we just need to check your native accent and enviroment) Work requirments: The recorders (Both recorders) record face to face in the same room by using our application and making the phone calls simultaneously. The recorders shall arrange two phones in total One phone is downloading Our Application The other phone is to dial the phone number simultaneously. We'll give you IDs and the phone number once you're ready. Note-The phone call may incur some telephone bills. So...

...a category column—Card Trading. Members who log in can upload related items to sell, but only to that column; they cannot upload to other columns. Let's break it down step by step: User Column: Modify the administrator's product management template. The administrator will set up a category, such as the Card Trading Market. Then, all items uploaded by users will be categorized under this classification. To purchase items in this category, users must log in. When a member purchases an item uploaded by another member, relevant orders will be recorded in the purchasing member's history. They will have two buttons: "Confirm Receipt" and "Complaint." If the purchasing member has no issues, they can confirm receipt. The corresponding amount...

MUST BE LIVING IN AUSTRALIA - I'm looking for a Business Development person who will develop a sales pipeline of manufacturing clients through emails, phone calls and follow up meetings face-to-face. This role will require visiting prospects in Australia to show samples of our product and be fluent in the technical specifications of recycled resin (PP, LD, HD ABS/HIPS). Your reward will be commission based (i.e. success-fee driven) to be negotiated with the right freelancer. Essential Skills and Experience: - Familiarity with the manufacturing sector where recycled plastic resin are used in the manufacturing process - In depth knowledge of recycled plastics - Proven experience in B2B sales, marketing and business development

Project Description: I am looking for a skilled Data Analyst to help develop a system for classifying email messages as SPAM or HAM. This involves downloading data from a public source, processing it to extract and compute various features, and analyzing these to determine patterns indicative of SP...Skills: R Programming: Must be highly proficient in R for complex data manipulation and analysis tasks. Data Extraction: Experienced in skillfully extracting and processing data from large datasets. Statistical Analysis: Capable of applying statistical methods to analyze and interpret data. Machine Learning: Should have a foundational understanding of machine learning techniques relevant to classification. Data Visualization: Expertise in creating clear and insightful visual data repres...

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 a skilled image editor to help me create a photo that gives the illusion of me having a twin. Need done ASAP Key Details: - Utilize Photoshop or other advanced photo editing tools to merge my face with another person's face. - The second individual's face will be provided by me. - I am open to suggestions for the final setting or background of the photo. Ideal Skills and Experience: - Proficiency in Photoshop or equivalent software, with experience in advanced photo editing techniques. - A creative and imaginative approach to merging two faces convincingly. - Strong communication skills to discuss and propose suitable background settings for the photo. Please share your relevant portfolio to showcase your previous work in image editing and m...

...Sheets spreadsheet filled with YouTube URLs that meet the following criteria: * License: Must be Creative Commons licensed. * Visuals: - Full face visible, speaking directly to the camera; the rest of the body can be included. - Only one person in the shot and speaking throughout the entire video (no cuts to other people). * Quality: High definition (HD or better), not grainy. * Editing: Minimal editing; should be a single take (intro and fade out are acceptable). * Audio: Clear speech; background noise or music is okay if it does not overpower the speech. * Occlusions: No obstructions, such as hands or microphones, in front of the face. * Emotion: Videos displaying significant emotional expression are preferred. * Camera Work: Minor zooming or panning is ...

I'm seeking a talented logo designer to create a vintage style logo for my gadget, primarily. This engaging logo should be instrumental in attracting potential customers. The project involves: - Producing a vintage-style logo - Incorporating specific shapes, text, and symbo...specific shapes, text, and symbols into the design Ideal Skills and Experience: - Proven experience in logo design and brand identity - Ability to design in a vintage style - Creativity and ability to incorporate several elements into a cohesive logo design. Need a logo like Birra Moretti (attached files) but my face in the middle and BIRRA MANASSI in the top and DAL 1985 in the bottom. This logo will be printed by laser in a lot of beer stein for my pub. So I need a definite face and 1 color ...

I'm in need of a talented illustrator who specializes in cartoon style. These illustrations will be utilized for online content, tshirts, mugs etc I am attaching 2 pictures for rough ideas. Want the duck to have sunglasses that are cockeyed on his face. Needs to be color and primary color for the duck to be yellow. . Ideal Skills: - Proficiency in digital cartoon illustration, particularly comic book style. - Strong understanding of storytelling and composition. - Experience in creating engaging and dynamic characters. - Ability to work in alignment with online content requirements. Previous experience in illustrating for online content or comic books will be highly regarded. Your portfolio should demonstrate your skills in this area.

I'm looking for a designer who can design a tattoo design for me. Here is the concept: Memento Mori (Remember Death): Reaper or Grim Reaper: Symbolizes death and the unavoidable end of life. Broken hourglass: Emphasizes the idea that time is running out. Crow or raven: Often associated with death and the afterlife in various cultures. Veiled or masked face: Represents the mysterious and inevitable nature of death. Memento Vivere (Remember to Live): Phoenix: Symbol of renewal, resurrection, and the cyclical nature of life. Compass or map: Signifying the journey of life and the importance of exploring and experiencing it. Heartbeat line or EKG rhythm: Reminds us of the vitality and pulse of life. Integration of Both Concepts: Dual-faced mask: One side represents life, the ot...

I'm looking for a designer who can design a tattoo design for me. Here is the concept: Memento Mori (Remember Death): Reaper or Grim Reaper: Symbolizes death and the unavoidable end of life. Broken hourglass: Emphasizes the idea that time is running out. Crow or raven: Often associated with death and the afterlife in various cultures. Veiled or masked face: Represents the mysterious and inevitable nature of death. Memento Vivere (Remember to Live): Phoenix: Symbol of renewal, resurrection, and the cyclical nature of life. Compass or map: Signifying the journey of life and the importance of exploring and experiencing it. Heartbeat line or EKG rhythm: Reminds us of the vitality and pulse of life. Integration of Both Concepts: Dual-faced mask: One side represents life, the ot...

I'm looking for a skilled photo editor who can help me enhance my personal profile picture. Key Requirements: - Smoothing skin texture: I would like the final image to have a flawless, smooth skin texture without looking overly edited. - Removing blemishes: Please remove any blemishes present on the skin to give a clean and polished look. - Enhancing facial features: Light enhancing of facial features like eyes, lips etc. to create a more appealing look. I'm looking for a professional touch but nothing too drastic. The main aim is to have a natural yet enhanced look for my personal use.

I'm looking for an experienced developer who can take a code base and dataset I provide, construct an Abstract Syntax Tree (AST) based on them, and then create an Autoencoder using TensorFlow to compress the resulting AST for a classification problem. Key requirements for this project include: - Proficiency in Python: You will be working with a Python code base and dataset. Familiarity with Python is essential for this project. - Understanding of AST: You should be able to construct an AST tree based on the provided dataset and code base. - TensorFlow Experience: I would like the Autoencoder to be developed using TensorFlow, so prior experience with this framework is a must. - Output format: The desired output format for the Autoencoder is JSON, so you should be comfortable ...

Usamos una aplicación web propia para previsualizar e imprimir facturas, pero nos gustaría poder descargar las facturas a formato FACe en .xml . Para poder enviarlas de forma electrónica a través de Nos gustaría desarrollar el módulo completo para que se puedan mandar las facturas firmadas electrónicamente y a organismos públicos.

I'm in need of a TensorFlow expert to create an image classification model using Yolo. The model should be able to categorize images into more than 10 categories. We're aiming for basic accuracy for simple tasks, a good start in the right direction. Key Tasks: - Utilize Yolo with TensorFlow for image classification - Ensure the model can accurately distinguish between more than 10 categories - Focus on achieving basic accuracy for simple tasks, rather than advanced or research-level accuracy. Ideal Skills: - Strong proficiency in TensorFlow, with experience in image classification tasks - Prior experience working with Yolo in a similar context - Ability to balance model complexity and computational efficiency for basic accuracy - Strong communication skills...

I will send you the STL file with the skull, and I would like you to generate the face reconstruction for me via the CCFR or FACE software , for a project at the Medical School.

Project Descript...product. Technical drawings or schematics that include precise dimensions and angles. A 3D rendered image showing the design from multiple angles for final approval before CNC programming. Design Specifications: Shape: Octagonal tower as depicted in the reference image. Size: Length: 30 cm Width: 2.8 cm (for one face of the octagon) Material: Hard Wood and some parts can be of metal to make the design look more attractive(metal engraving). Design Notes: The design involves creating one face of the octagon and repeating it to form the complete structure. The structure can also be separated into three or more segments for easy building which can be assembled on top of each other. Attention to detail is critical for seamless assembly post-CNC machining. E...

We are seeking a competent UX designer to create a game card face and interaction for children aged 2-5 years. The primary purpose of this project is to: - Improve user experience - Include static card design - Craft interactive contents design The ideal freelancer would need experience with UX design for young users and would be responsible for creating playful, functional, and aesthetically-pleasing designs. The designer should have a proficiency in creating child-centred illustrations and be well-versed in making these illustrations interactive and easy to navigate for small children. Their past work should demonstrate the ability to blend functionality with fun design elements. Their skills should include designing animations that can maintain the interest of sm...

I'm seekin...improve their language skills. Being personable, patient and having a genuine love for language teaching will contribute immensely to this job. This project doesn't have many requirements. The main requirement is that you can speak English fluently and that you're a lively and outgoing person. Before your first interaction with clients, I'll help you set up your equipment and we'll have a face-to-face video chat. The specific salary is that you get paid for every hour you work. Initially, it's around $4 per hour. If you're the kind of person described above, contact me quickly. The workload isn't heavy each day, and the more people approve of you, the more you'll earn. I assure you that I'll review every ap...

I'm seeking a content writer skilled in creating engaging website copy tailored to a senior audience (56 and above). The primary aim of this content will be to educate and...writing senior-friendly, informative content - Demonstrate an ability to make complex concepts easily understandable - Show a keen understanding of topics of interest to the senior demographic Content will largely be educational, so the ability to research, synthesize information and present it in a reader-friendly format is essential. Also, the writer needs to be sensitive to the challenges seniors face when online, such as readability and comprehension issues, hence, clarity and ease of navigation should be kept in mind. Please provide previous examples of educational content targeted at a senior audienc...

I want to develop a product customization app suitable for shopify stores. The specific functions are the same as those s...suitable for shopify stores. The specific functions are the same as those shown on the website below. Upload pictures - AI automatic recognition - change pictures in batches - buyers can directly see product previews Reference website link：

Matlab Simulation Battery Optimization Urgent Work

I require a proficient developer to build a robust face recognition system to enhance the security of my web platform. This feature is expected to be implemented as a mandatory measure for all users, specifically on the login page. Ideal Skills and Experience: - Proficient in web development - Prior experience with integrating biometric systems, particularly face recognition technology - Strong understanding of data privacy and security protocols - Experience with user authentication procedures and systems. Tasks and Deliverables: - Develop a face recognition system for the website - Incorporate the system into the login page - Ensure this feature is mandatory for all users - Prioritize security and user data protection - Provide updates and maintenance as required.

...for a web developer who's skilled in face recognition technology to build a website for me. The primary function of this website is to provide security authentication via face recognition. Key Features and Requirements: - Compatibility: The website should be designed to run smoothly on desktop computers. - Security: The face recognition feature is the core of the website, ensuring secure user authentication. The authentication system should be based on basic authentication login standards. - Compliance: Although I don't have specific security standards to adhere to, the system should be designed to meet basic security requirements. Ideal Skills and Experience: - Proficiency in web development, with a strong focus on security features. - Experience in ...

I'm seeking a talented graphic designer to create a bold, modern logo for my clothing company called TORN UP CLOTHING CO. As the face of my brand, the logo should convey the following: - A contemporary, sleek tone, encapsulated in a bold and modern design. - Integration of typography and imagery related to clothing. It needs to be versatile enough to be heat transferred onto different garments. - Use of bold and vibrant colors that stand out and catch the eye. The successful freelancer should have experience in designing logos, preferably for clothing or similar industries, with a knack for capturing a brand's spirit with fresh, vivid visuals. If your portfolio showcases a talent for marrying style, color, and symbolic imagery, I want to hear from you.

...so that they can read the book or play the game and give the possibility or the option of offering drinks or snacks for a determined price, and additionally having the option of whether it is possible to choose several books or games within the rented time. All of this must be limited by age. When uploading a photo of a game or book, the page must provide information about the game book, age classification, number of players, etc. As a user, I want to offer a library of games that can be played at home, for example, for an hour for two people, offering them two drinks and snacks for x value with the possibility of choosing two or three different games within that hour. The client will have the possibility of choosing these games in advance when making the appointment and the page...

...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...

Someone to deliver me a phone to my physically meeting face to face

I'm in need of a unique logo for my bakery as I am opening a storefront after years of being a home-baker. The logo should incorporate pastel yellow, pastel pink, possibly sprinkles, a honeybee, and perhaps a whisk or cartoonish cupcake/cake slice. PLEASE NO AI GENERATED IMAGES Key details for the logo include: - A simplified, stylistic honeybee, no eyes/face, keep it simple with maybe a bee-trail. - Optional elements of a cupcake or whisk if it fits creatively with the design. -Incorporate sprinkles into the design somehow. - Having a strong artistic insight and understanding of sweet aesthetics in design would be advantageous. -Cutesy-font that is still easily readable is preferred but open to other options. -Would be ideal to turn into a sign for the outside of a business b...

...t-shirt design featuring a realistic lion for our men's group, "Fight Club." This group is a fellowship dedicated to fighting for their faith, family, sons, daughters, wives, and the values of honor and respect. The design should reflect the noble attributes of leadership and loyalty, and portray the lion as a powerful king. Design Requirements: Lion Design: Feature a detailed and majestic lion's face focusing on its regal eyes and mane. The lion should project a calm but commanding presence, not appearing angry or menacing. Inscription: Incorporate the verse "Nehemiah 4:14" subtly placed under the lion or under the front pocket design. Watch loom for more details. Artistic Style: Aim for a clean and modern look with a striking visual impact that...

Someone to deliver me a phone to my physically meeting face to face

Hi we have small web application on PHP we have face issue to save or publish some data and some table shorting please bid if you can fix this quickly

I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then ... Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification and data visualization is highly preferred. The developer's understanding should be cle...

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. summarize this in 250 words