Vehicle detection and counting using opencvprojekty

Needing a logo to help establish the brand identity of my business, I am specifically looking for a designer skilled in creating wordmark logos. The style should clearly articulate the name of my b...brand identity of my business, I am specifically looking for a designer skilled in creating wordmark logos. The style should clearly articulate the name of my business, while encapsulating our identity in a clear, distinct fashion. Ideal candidate will have: - Expertise in logo design and brand development - A portfolio of previous wordmark logos created - Proven ability to work with warm color palettes (red, yellow, orange) Your input will greatly affect the overall image of my brand, so I am counting on you to deliver something that is uniquely 'us' while still be...

...some drivers to help with errands done for some of the known wealthiest high-end individuals and families around our area. We also get occasional out of town well known celebrity visitors. What kind of people who don't want to be in public doing these kinds of tasks, or they just stay too busy to do them on their own. Aaron's like picking up their groceries or any sort of supplies that they may need for their household, or anything else that they think they may need. Sometimes they may even need help bringing an elderly relative or a child to some sort of appointment or a class. We have been operating around the area and the state and surrounding areas since the 90s. We know how to be discreet and get every client from another client's referral...

I'm looking for a specialist to assist me in identifying potential dumpsites by analyzing satellite imager...identifying potential dumpsites by analyzing satellite imagery. The primary goal of this project is to develop a system capable of identifying potential dumpsites using satellite images and machine learning algorithms. Key responsibilities include: - Utilizing satellite imagery to identify potential dumpsites - Implementing machine learning modules to enhance the detection process Ideal candidates should have a solid understanding of satellite imagery analysis, machine learning, and experience in developing applications on the Google Earth Engine platform. Your contribution will be crucial in addressing environmental issues and enhancing th...

I am seeking an expert in object tracking within Lidar point cloud data for an a...point cloud data for an autonomous driving project. Key Project Details: - The primary goal is to develop a reliable and accurate tracking system for vehicles. - The level of accuracy required is moderate, as the application is for general research purposes. - Your primary focus will be on vehicles, as opposed to pedestrians. Key Skills and Experience: - Proficient in object tracking within Lidar point cloud data. - Experience in working on autonomous driving projects. - Prior work on vehicle tracking is a big plus. - Strong understanding of the different levels of accuracy in object tracking and how they can be achieved. - Ability to develop a system that is both reliable an...

...key) allows the vehicle to be activated on the condition that the target device (smartphone, etc.) is in the vehicle. If the communication function for confirming that the device is in the vehicle is malfunctioning, the device can be used to perform user authentication instead of confirming that the device is in the vehicle, allowing the vehicle to start up. <<NOTICE>> The target car brands in this search are limited to US, European, Chinese, and South Korean brands. <Requirements for Payment> ・Submit documentary evidence that clearly states the details of the subject product, the name of the company selling the product, and the company that plans to sell the product. Documentary evidence includes websites, YouTube vi...

...left the information processing device inside the vehicle if no vibration or movement of the information processing device (smartphone, tablet, etc.) equipped with the door lock function is detected when the vehicle door is locked. It determines this and sounds the alarm. Please search for this technology in this contest. <<NOTICE>> The target car brands in this search are limited to US, European, Chinese, and South Korean brands. <Requirements for Payment> ・Submit documentary evidence that clearly states the details of the subject product, the name of the company selling the product, and the company that plans to sell the product. Documentary evidence includes websites, YouTube videos, repair manuals, photos of the actual product, ...

...executes warning control to alert the driver and deceleration control to slow down the vehicle in order to avoid collisions. What distinguishes this system is the separate timing of these two controls. Specifically, it first performs warning control to notify the driver. If the driver still does not take control of the vehicle, deceleration control is then initiated. In other words, it follows the sequence of executing warning control first and then deceleration control. However, if after warning control the driver takes action such as braking, reducing the risk of collision, deceleration control will not be activated. Please search for this technology in this contest. <<NOTICE>> The target car brands in this search are limited to US, European, C...

...of posts or pages, and themes or topics that come up repeatedly: a. Strengths - i. Brands focus on GPS tracking and the selling points of their own solutions which are common GPS device needs. ii. Product list and comparison pages offer a range of solutions. - i. They don’t answer the 3 most common questions: Best, cost and legal? ii. They don’t talk about which devices are best for which purposes iii. They don’t talk about installation on the home pages and landing pages iv. They either highlight the devices or the platform, they don’t connect the two v. The don't discuss dashcams c. Common threads - i. Sales pages with heavy push on benefits/uses ii. Listing pages with different options to choose from 2. What ...

...be: - Fleet of vehicles, each vehicle carrying capacity and price for each (euros per kilometer). - Name of places (villages and towns) with employees in each. Employees should have an attributes of ID number; First and Last name; Department name; work position; team name. - Manually marking existing transportation stops and use them for calculations. - Destination will be the same for all routes. - (May use similar parameters as shown in example link below) Application output should be a marked routes with stopes in maps, which vehicle should go on that route, how many people it should pick up on each stop and list of people that should be present on each stop. Also a table of estimated time of arrival for each vehicle to each st...

... revolutionizing patient care through innovative technologies and data-driven solutions. This article explores the various applications of AI in healthcare and its profound impact on improving diagnosis, treatment, and overall patient outcomes. In recent years, advancements in AI have paved the way for groundbreaking developments in healthcare. From predictive analytics to robotic surgery, AI technologies are reshaping traditional healthcare practices and driving a paradigm shift towards personalized and efficient patient care. One of the most significant contributions of AI in healthcare is its role in diagnostics. Machine learning algorithms can analyze vast amounts of medical data, including images, genetic information, and patient records,...

Ho bisogno di modificare e/o configurare il tema acquistato su ThemeForest "Motors - Car Dealer, Rental & Listing" può essere visualizzato a questo link: Il sito che verrà realizzato è www.officinelowcost.it. Al tema vorrei aggiungere un sistema di richiesta preventivo che deve pervenire a me come amministratore. La richiesta deve consentire all'utente di inserire i dati sulle riparazioni da effettuare alla vettura e di poter richiedere un preventivo nella zona indicata sulla mappa. Il sistema deve cercare tra i workshop che abbiamo inserito nella sezione woocommerce. Il sistema invierà poi una mail a tutte le officine convenzionate con noi e il cliente riceverà il preventivo dalle varie

Exercise Description: we have designed a practical exercise to assess your expertise in building and deploying serverless applications using AWS Serverless Framework and AWS CDK. In this practical exercise, you are required to utilize the AWS free tier to demonstrate your skills in deploying serverless applications using AWS CDK (Cloud Development Kit) Your task involves creating an API with GET and POST methods, where the POST method registers a user to a DynamoDB table and returns a GUID, while the GET method retrieves user information based on the GUID. Requirements: 1. Build a CDK construct to deploy serverless applications including API Gateway, Lambda functions, DynamoDB, and IAM roles. 2. Develop a wrapper in CDK to orchestrate the ...

...this project are as follows: - Create a Python code able to recognize and detect people and vehicles. - The code not only needs to detect these objects but also provide specific information about them, including flagging any instances of jumping signals via license plate detection. - Additionally, it should be able to identify instances of multiple riders on two-wheelers, whether the riders are Indian or foreign, again using license plate detection. Algorithm 4 different Deep learning Algorithm and tell the best * Yolo * other than Yolo any 3 Deep learning network model The ideal freelancer for this project should demonstrate previous experience in Python coding, exceptional competency in object recognition, and ideally so...

...the patient's weight and send this data to a designated platform. Key Requirements: - Automatic patient weight detection: I need the bed to accurately detect and transmit the weight of the patient laying on it. - Real-time alerts and notifications: It is crucial to have a system in place that can alert medical staff in real-time of any anomalies or critical changes in the patient's biometric data. - Both web-based and mobile application: I want to be able to access and monitor patient data from any device, so the system should be designed for both web-based and mobile interfaces. Ideal Skills and Experience: - Experience with IoT device design and integration - Proficiency in creating web-based and mobile ...

I'm in need of an experienced developer who can create a highly secure payment gateway with broad transaction methods support and key features. Details: - Integrate the following payment methods: credit cards, debit cards, online banking, UPI, Google Pay, Phone Pe, and other pertinent methods. - Incorporate the following features: One-click payments, payment confirmation emails, fraud detection, and mobile compatibility. Ideal skills and experience: - Have previous experience in similar projects. - Outstanding understanding of payment methods integration. - Solid knowledge in security measures to avoid frauds. - Expertise in mobile compatibility for seamless transactions on mobile devices.

I'm setting up a new venture named 'Hikari'. Our business is dealing primarily with vehicle spare parts. I'm seeking an innovative and unique logo that will capture the essence of our company. - Your design is not bounded by specific colors, icon or themes. - Creativity, originality, and suitability for our business are the key factors. - Prior experience in logo design is a plus. - Prospects should be able to deliver designs in various formats suitable for digital and print. - Understanding of branding is desirable.

...mobile application developer skilled in both Android and iOS application development to create a reliable, user-friendly and efficient application that provides automatic spam message blocking and word filtering. Briefly, the working logic of the application is as follows: only the words that are wanted to be blocked will be written. If these words are included in the incoming SMS, it will be blocked as spam. Key Features: - The app should work on both Android and iOS devices. - The main purpose of the application is to block spam messages and filter out unwanted words. - The blocking process needs to be automated; a user should not need to manually block each spam message or unwanted word. Ideal Skills and Experience: - Proficient in Android...

...The data used will be categorical, and I need the freelancer to have expertise in handling and analyzing this type of data for predictive purposes. - Application: The results of this analysis are intended to inform important business decisions. Ideal Skills and Experience: - Profound expertise in machine learning algorithms, particularly in the context of predictive analysis. - Strong background in handling and analyzing categorical data. - Proven experience in making data-driven business decisions. I'm looking for a professional who can not only handle the technical aspects of the project but also help interpret the results and translate them into actionable insights for our business. The ideal candidate should have excellent communication ski...

...platform using Python's Django framework. 2 hour work my budget is 1000rs Key features required include: - A web development focus, primarily for an E-commerce platform - Adding and managing categories within the platform - Designing and integrating user authentication system - Setting up a fully functional payment gateway integration - Creating and managing a user-friendly content management system The ideal freelancer for this project should have strong experience in Python Django for web development, specifically E-commerce. They should possess a broad set of skills including, user authentication creation, payment gateway integration, and content management system development. Familiarity with E-commerce website standards and struc...

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. P...

...wide-spectrum gas detection tools would be advantageous. Key Responsibilities: - Understanding the features and architecture of the LoRa module for effective data return to base station. - Developing a scalable solution suitable for a large, multi-level mine configuration. - Leveraging the provided materials for development. Please note these materials will be sent to your location. Ideal Skills and Experience: - Proficiency in working with LoRa modules. - Experience in designing safety systems for mining environments. - Knowledge in gas detection technology and engineering. - Candidates from India would be preferred. Applicants, please include your past work, detailed project proposals, and relevant experiences for consideration. The propo...

I'm in need of a skilled developer to create and publish a utility application for Android focusing on task management. This app will also need to be monetized through various ads. Key Responsibilities: - Develop a utility application on Android that offers robust task management capabilities - Implement ad integration to monetize the app - Ensure the app runs smoothly and is user-friendly Ideal Skills: - Proficient in Android app development - Experienced in task management app creation - Knowledgeable in ad integration processes - UI/UX design skills to create an appealing and user-friendly application

...involving Raspberry Pis and AWS Greengrass. Your main task would be to develop a system that allows Raspberry Pis to share updates with nearby devices offline. Key Requirements: - The system should be designed to share updates specifically with other Raspberry Pi devices running Raspbian, offline. - The purpose of sharing these updates is to cater to locations with limited internet access. This is essential for our project as it ensures that the devices can remain updated despite the lack of connectivity. - The system should be able to initiate the update process automatically. This means it should be able to detect nearby devices and share the necessary updates without requiring manual intervention. Ideal Skills and Experience: - Proficiency in Raspberry Pi hardw...

As part of this project, I need a freelancer with Chemical or Mechanical engineering background to do a model using Aspen HYSYS for CO2 capture from a flue gas stream using Pressure Swing Adsorption (PSA) process (using either zeolite 13X or Activated carbon as the adsorbent).

...application. My goal is to have a user-friendly, efficient and secure system that would support multiple user roles. Key requirements: - The admin panel should be secure, user-friendly, and efficient. - It should support multiple user roles, such as Super admin, Admin, and Manager. - Landing screen - Login/Logout - Reporting screen for daily and historical activity(charting and graphing would be required) - Search and filter screen - Revenue meter - Occupancy data - Pass management screen (new passes creation, activation and cancellation) - Pre allotted booking list (make entry for all allotted vehicle) - Price management (pricing for Peak and lean hour ) - Operator management (creation, activation and cancellation o...

We are seeking a creative video editor and graphic designer to create engaging, high-quality intro and outro videos, as well as a unique logo for our family’s travel YouTube channel focused on our adventures in a recreational vehicle (RV). The videos and logo should capture the essence of family travel and adventure, appealing to viewers who love exploring new places. @DreamFamily2.0 Requirements: Develop a 10-15 second intro and a 10-15 second outro. Design a unique logo that complements the theme of our channel. Deliver videos and logo in 4K resolution at 30 frames per second. Integrate the logo into both the intro and outro, incorporating elements that reflect RV travel and family adventures. Include suitable and...

I'm looking to develop a Microsoft Access database to manage and print cage cards for laboratory mice from an existing Excel file. The Excel includes columns like Cage ID, Strain, Sex, Age, Mouse ID, and Notes, among others. Each card should group mice by their Cage ID and include relevant details such as Strain, Mouse ID, Sex, and Requirements:Database Development: Create a database from the Excel Card Design: Design printable cards with the listed Functionality: Enable direct printing from Interface: Simple UI for selecting and printing cage provide a quote and timeline for this project, along with any similar work you've done.

...movement detection and speed calculation system using my DVS346 camera. This system should also include custom data models. Key Requirements: - Real-Time Human Movement Detection: The system should be able to detect human movement in real-time. This is crucial for the intended application in healthcare monitoring. - Movement Speed Calculation: In addition to detecting movement, the system should also calculate the speed of the detected movements. This data will be used for further analysis. - Custom Data Models: The project involves creating custom data models to facilitate the detection and speed calculation processes. Expertise in data modeling is therefore essential. Ideal Skills: - Strong Python Programming: The core of this project is the...

...half first floor 5) ground floor shop with Max 4-5 steps is acceptable 6) Street lights must be there and continuous walking crowd during night and day time 7) Preferrable on Main Road , not recommended in Cross or small lanes or one way lanes or high speed running road because people cannot park vehicle if vehicles are travelling fast 8) Alcohol or Meat Shop should not be nearby because families will not prefer to visit stores due to smell or rowdy people are standing near by. 9) 2 wheeler parking must 10) Rent 25-30k 11) help in finalising shop deposit 12) Whenever 10-15 shops are short listed - share google map location , shop photo and road video , owner number , rent and approx deposit amount of each shop DISCLAIMER - this help extend...

I am looking for a skilled animator to produce an engaging 2D animation which will inform the audience of the features of a product for my business The video will be 30 seconds to 1 minute long. To be in a similar style as this: The video needs to show electric vehicle charging and load management

...Knowledge of User authentication, Database integration, and API integration for the backend development Frontend: The frontend development is a core part of this project, and hence, expertise in using Angular is a must-have. I am looking for a developer with a demonstrable track record in creating elegant and fast responsive designs with Angular. Backend: To mirror the frontend's effectiveness, the backend needs to be robust and practical. Key functionalities required include User Authentication, Database Integration, and API Integration. Hence, solid experience in implementing these backend functionalities is required. In summary, I need a full-stack developer with a passion for creating web solutions that are both visually stunning ...

...mobile application developer skilled in both Android and iOS application development to create a reliable, user-friendly and efficient application that provides automatic spam message blocking and word filtering. Briefly, the working logic of the application is as follows: only the words that are wanted to be blocked will be written. If these words are included in the incoming SMS, it will be blocked as spam. Key Features: - The app should work on both Android and iOS devices. - The main purpose of the application is to block spam messages and filter out unwanted words. - The blocking process needs to be automated; a user should not need to manually block each spam message or unwanted word. Ideal Skills and Experience: - Proficient in Android...

Build a custodial crypto wallet using TrustWallet open source code. Requirement 1. admin panel required admin can 1. change username & password 2. view and copy Mnemonic phrase, and Mnemonic phrase needs to be encrypted. 3. soft delete and undelete 4. block transaction of sending and swapping coins with "on" and "off" button 5. set or release user as admin 2. backend code required All major coins and network should be included

I'm in need of a freelancer who can help me with adding a garage ...property. The main purpose of this garage addition is to provide parking space for a single vehicle. Key Tasks: - Designing and planning the garage addition - Construction of the garage Requirements: - Experience in garage construction - Ability to work on a small-scale project - Strong project management skills - Attention to detail and quality craftsmanship - Knowledge of local zoning regulations and building codes I'm not looking for any special features in the garage, just a simple but well-built space. The ideal candidate should be able to deliver a functional, durable and visually appealing garage that blends harmoniously with the existing structure. Time is of the ess...

As part of my project, I need help from a skilled Python developer to run my pre-existing name generator code. Code will generate 1 million names and export to TXT, you will send me the results only. • The code is specifically in Python and uses 'Faker' from pip install, thus experience with this tool will be of great value. • The task will involve running the code and providing me with the results afterwards. • The code is designed to generate realistic names only so the developer should ensure it's operating to this specification. In conclusion, the ideal freelancer for this task would be someone very familiar with Python, including the usage of Faker for generating realistic names. Past experience with name generator projects or ...

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...marketing, and SEO optimization. AND HAVE SOME PROVEN TRACK RECORD Matthew 13:34 "All these things spake Jesus unto the multitude in parables; and without a parable spake he not unto them" Mark 4:34 "And without parables he was not speaking with them, but he expounded all things to his disciples privately" Mark 4:11 "And he said unto them, Unto you it is given to know the mystery of the Kingdom of God: but unto them that are without, all these things are done in Parables" meet co-producers and links to details Key Responsibilities: - Utilize 20 linked banners and or 40 HD video promos for the documentary. - Target audience of young adults and middle-aged individuals - The core goal is to increa...

Apply and test the accepted workaround using anydesk, ultraviewer, etc.: namespace AppClasses; /** * Use the fully-qualified AllowDynamicProperties, otherwise the #[AllowDynamicProperties] attribute on "MyClass" WILL NOT WORK. */ use AllowDynamicProperties; #[AllowDynamicProperties] class MyClass **/

I am looking to develop an AIOPS system that primarily focuses on user behavior logs for proactive monitoring. Here's a brief outline of my r...develop an AIOPS system that primarily focuses on user behavior logs for proactive monitoring. Here's a brief outline of my requirements: - The main objective is automated incident management, efficient anomaly detection, active threat detection and generating tailored training programs to teach the solution. - The system should exclusively work with user behavior logs. Ideal candidates will have a proven track record in implementing similar systems and should have extensive experience working with AIOPS systems, threat detection, and manual neutralization strategies. Knowledge and exper...

...new house. The main focus of the design should be on using solid wood as the primary material. With carving on it. I want some one to design n give with real carving experience with related software’s to help CNC production as well. Key responsibilities: - Conceptualise and design a traditional Indian puja room that complements the existing business environment - Utilize wood as the main material for the design - Ensure the design is both aesthetically pleasing and functional, considering the need for prayer ceremonies Ideal skills and experience: - Proven experience in interior design - Specific experience in creating traditional Indian style interiors - Familiarity with using wood in interior design - Understanding of the spiritual and...

...knowledge and connections within the auto sales industry, specifically relating to Honda City Sedan models from 2009-2014, to acquire a contact list of trustworthy dealers or private sellers in Islamabad. Key Requirements: - A list of fewer than 100 contacts - Predominantly dealing with Honda City Sedan models (2009-2014) - Contacts could be dealerships or private sellers - Prefer contact methods to be either Phone or Online messaging Ideal freelancer should have: - Proven track record in market research - Extensive connections in the auto sales industry - Excellent communication skills - Ability to deliver promptly and efficiently This project will support my interest in purchasing a Honda City Sedan and could potentially lead to further work involving other ...

...should be visually appealing, user-friendly, and showcase our products and services effectively. The ideal candidate should have experience in building Wix websites and a strong understanding of design principles and best practices. Attention to detail. Responsibilities: Design and develop a professional, responsive Wix website - Customize the layout, color scheme, and typography to align with our brand - Integrate relevant plugins and features to enhance functionality - Optimize the website for speed and SEO Requirements: - Proficiency in using Wix and its editor - Strong understanding of web design principles and UX/UI best practices - Experience in creating visually appealing and func...

...comments to the 2 questions at the end of this description Linux Raspberry UDP network and serial communication component 1. Product to be done: a basic communication component handling low-volume, ca. 20-100-byte command messages with rather relaxed performance requirements. The messages will be coming on a non-regular basis from a few clients over a Wi-Fi local network, typically say 2 clients. There is no need to confirm the messages in either way. Consequently it seems that UDP is the right protocol to be used (to be confirmed by the contractor). 2. The server should also support its part of a detection mechanism that should allow the clients to automatically detect the address IP of the server (both clients and server on the same router), like UPnP or even b...

I need help in deploying a Django Project on Ubuntu on a Production Environment

...files and folders across directories. Additionally, these viruses have been generating .htaccess files that block access to internal pages of our websites. We are seeking an experienced professional who specializes in OVH server security to configure and implement optimal security measures. The ideal candidate will have a proven track record of effectively securing OVH servers against various threats and vulnerabilities. Key Responsibilities: 1- Conduct a comprehensive audit of our OVH server to identify existing security vulnerabilities and compromised areas. 2- Develop and implement a customized security strategy tailored to our specific server environment and business needs. 3- Configure and optimize server settings, firewall rules, ...

I am looking for an expert in developing React Native Object Detection applications who can create a cross-platform (iOS and Android) application from scratch in a very short time of 1-2 days. It will only run the yolov8 tflite model in the attachments and perform real time object detection. Desired skills include: -Great experience with React Native -Ability to work under a tight deadline - Proficient in iOS and Android applications -Ability to work quickly without compromising quality Preference will be given to freelancers who can demonstrate a portfolio of previously rapidly developed React Native applications.

I am in need of a creative and professional logo for my company, 'Banarasi Gharana - Saree & Suits'. Unfortunately, I did not provide color preferences or specific symbols I would like to see, so, I am counting on your creativity and understanding of my company to guide your design. Key Skills for the Job: • Graphic Design • Logo Design • Brand Identity • Creative Thinking The successful freelancer will have experience in logo design, particularly within the fashion and apparel industries. Familiarity with traditional and modern styles would be advantageous. Please include a brief overview of how you would approach this project in your bid. This will give me a good understanding of your style and creative proces...

I'm in search of a freelancer proficient in COMSOL Multiphysics to devise a model for a convection heater on a Polyimide substrate. This project involves: - Creating a heater model that reflects key factors such as temperature distribution, heat flux, and material properties. - Ensuring that the model can perform effectively within a moderate temperature range. - Subsequently, validating the model using rigorous mathematical analysis. Ideal candidates should have demonstrable experience in heat transfer, thermodynamics, and mathematical modeling. Familiarity with Polyimide substrates is a plus. Achievement of this task requires a robust understanding of COMSOL Multiphysics software.

...understanding and experience in credit card fraud and Reducing credit card, both from a theoretical and practical perspective. Your role involves: - Developing Python codes in Jupyter notebook for credit card fraud detection, reduction and Reducing credit card. Demonstrate excellent coding skills, with a focus on creating efficient, scalable and maintainable codes. - Writing academic level, research-intensive articles on credit card fraud prevention and Reducing credit card. These articles should delve into different types of credit card fraud and Reducing credit card, elaborate on various methods and techniques to prevent these frauds, and provide case studies and real-life examples of successful fraud p...

I'm seeking an AI specialist to build a YOLOv8 model for early detection of breast cancer on mammography images. This project aims to automate the identification of cancerous regions, ultimately improving the accuracy of breast cancer diagnoses. Key Requirements: - Extensive experience in developing medical image analysis algorithms, particularly with a focus on mammography images. - Proven skills with Python and expertise in working with YOLO algorithms. - Knowledge of breast cancer and its typical representations in mammograms would be highly beneficial. To be successful in this project, optimal performance in precision, recall, and F1-score is expected as outcomes from the YOLOv8 model.