Computer vision machine learning pythonJobs
We are seeking a Microsoft Autogen Studio expert to join our team on a freelance basis. As a Microsoft Autogen Studio expert, you will be respo...our clients. Responsibilities: Design and develop Microsoft Autogen Studio systems for a variety of use cases Train and fine-tune Microsoft Autogen Studio models Integrate Microsoft Autogen Studio systems with existing workflows Provide ongoing support to clients Qualifications: Experience with Microsoft Autogen Studio Proven ability to design and develop AI models Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI projects Be part of a growing and innovative team To Apply: Please sub...
We are seeking a CrewAI expert to join our team on a freelance basis. As a CrewAI expert, you will be responsible for designing, developing, a...responsible for designing, developing, and deploying CrewAI systems for our clients. Responsibilities: Design and develop CrewAI systems for a variety of use cases Train and fine-tune CrewAI agents Integrate CrewAI systems with existing workflows Provide ongoing support to clients Qualifications: Experience with CrewAI Proven ability to design and develop AI systems Strong understanding of machine learning principles Excellent communication and collaboration skills Benefits: Competitive hourly rate Flexible work schedule Opportunity to work on cutting-edge AI projects Be part of a growing and innovative team To Apply: Please sub...
...to long-term success, we're offering a lucrative opportunity for the right entrepreneur to join forces with us and share in the rewards. Opportunity: This is an exceptional opportunity for an experienced entrepreneur to take the lead in conceptualizing, launching, and managing a successful online business. As our partner, you'll have access to our financial resources and support to bring your vision to life and drive profitability. What We're Offering: Generous investment: We will provide £500 monthly investment to fund the business operations, with the potential for additional funding as needed. Ownership stake: You'll receive a 20% ownership share in the business, giving you a significant stake in its success and profitability. Profit sharing: As ...
...individuals to join our dynamic team and help turn our online business dreams into reality! About Us: We are a forward-thinking investor with a keen interest in launching and scaling an online business with the potential for significant growth and profitability. With a dedicated monthly investment of £500, we're committed to building a successful venture and are seeking partners who share our vision and ambition. Opportunity: This is an exciting opportunity for skilled professionals who are eager to collaborate and contribute their expertise to a promising online venture. As a partner, you'll have the chance to be involved in all aspects of the business, from strategic planning and development to marketing and operations. What We're Looking For: Experienc...
...even exotic, investments. This assignment requires you to construct a signal-based trading strategy for one particular exchangetraded fund, SPY; an ETF which tracks the S&P500 Index. To undertake this analysis, you will be required to build a multiple linear regression model, using time-series data from a range of global indices, to predict daily price changes in SPY. The model must be built using Python programming in the Jupyter Notebook environment. You should interpret, present, and report your findings. Ideal skills and experience for this project include: - Strong background in finance and trading strategies - Proficiency in Jupyter for signal generation - Excellent analytical and report writing skills in the finance domain - Previous experience with moving average cro...
I'm seeking a UI/UX professional to enhance the visual design and performance of my existing WordPress website. Key Objectives: - Improve visual design: I'm looking to modernize the design, starting with a new color scheme. - Increase website performance: This includes faster loading times and mobile o...visibility and search engine rankings. Ideal skills: - Proven experience in UI/UX design, particularly for WordPress websites. - Proficiency in implementing changes that enhance both visual appeal and website performance. - Strong understanding of SEO principles. - Familiarity with modern design trends and color palettes. - Excellent communication skills to ensure the project aligns with my vision. If you think you're the right fit for this project, please su...
I'm looking for a talented songwriter and musician to create a reflective and contemplative Christian rock song. It should be performed with electric guitar to give it a rock edge. Key Requirements: - Experience in creating Christian music is preferable - Proficiency with electri...Christian music is preferable - Proficiency with electric guitar - Ability to craft reflective and contemplative lyrics - Understanding of Christian music themes Target Audience: The song will be aimed at all ages, so it should have a universal appeal. Please include samples of your previous work, particularly in Christian music if possible. The successful freelancer will be able to bring my vision to life with a well-written, well-performed, and well-produced song. Full rights buyout with copy...
...- Integrate functionality to capture weight inputs from a digital weighing scale. - Implement features for manual entry of product prices and quantities. - Develop logic to calculate invoice totals based on weight inputs and prices. - Ensure compatibility with various digital weighing scale models and accounting software. **Requirements:** - Proficiency in programming languages such as Java, Python, or JavaScript. - Experience in software development with a focus on interfacing with hardware devices. - Familiarity with serial communication protocols and device integration. - Strong understanding of software architecture and design principles. - Excellent problem-solving skills and attention to detail. **Preferred Qualifications:** - Experience with integrating hardware device...
I'm seeking an expert in Python programming, specifically proficient in Jupyter notebook, with a solid 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 an...
I'm searching for a talented designer to create a logo and product label for a beauty item I will be launching. While your creative flair is welcome, I have a few specifics in mind: - Aesthetic: The logo and label should exude luxury. Our product is high-end, and this must be reflected in the design you produce. - Colors: Not sure on the colour theme but will decid...but will decide soon. - Experience: Ideally, you would have previously designed visually gripping, luxurious packaging for beauty products. Samples of your past work are highly appreciated. Your artistry is crucial to the successful launch of this product. Please ensure you possess the aforementioned design skills and experiences. I'm eager to work with a proficient designer who understands our vision and c...
I'm seeking an AI specialist to build a YOLOv8 model for early detection of breast cancer on mammogra...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 th...
I'm seeking an experienced Python developer with hands-on knowledge of stock market trading algorithms. The task primarily involves implementing proven trading strategies within a fully automated trading application. Below are my specific requirements: • Compatibility: The Python trading code must be compatible with the National Stock Exchange (NSE). • Algorithms: The code must incorporate 'moving averages' and the 'relative strength index (RSI)' into its algorithm to generate trading signals. • Data Sources: The software should leverage both real-time data feeds and historical data obtained from APIs to inform its trades. Programming in Python for algorithmic trading and understanding financial markets, especially the ...
I am seeking an experienced and detail-oriented SketchUp user who can help bring my project to life. The main goal for this project is to create a comprehensive 3D model featuring: - Detailed textures - A static design The ideal freelancer will have a strong understanding of SketchUp and 3D modeling, with particular proficie...life. The main goal for this project is to create a comprehensive 3D model featuring: - Detailed textures - A static design The ideal freelancer will have a strong understanding of SketchUp and 3D modeling, with particular proficiency in texturing and static design. Experience in creating high detailed textures will be highly considered. You should be able to capture and interpret my vision accurately, paying attention to the smalle...
I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...
...understanding of crowdfunding for charitable causes, and the nuances involved therein. • Target the Right Audience: The campaign will be specifically targeted towards families, thus a skilled freelancer should understand the specifics of this demographic in depth. • Excellent Communication: I need someone who is an excellent communicator as they will be key in relaying the charity's mission and vision in a compelling and moving way....
It is python coding to finish MM model and LSTM model.
I would like to request a quote to write a 99-day course, every day I need to do a 5-minute video from an attached list
I'm urgently looking for an expert in creating an application capable of scanning and extracting key attributes from various documents, primarily invoices, receipts, and contracts. The intended app should smoothly identify and ex...capable of scanning and extracting key attributes from various documents, primarily invoices, receipts, and contracts. The intended app should smoothly identify and extract the following attributes: - Dates - Total Amount - Vendor Name - Tables - All other significant attributes - Clauses The ideal candidate should have proven experience in App development, Document Data Extraction, OCR and deep learning technologies. A sense of urgency is also crucial given the project needs to be completed ASAP. If you satisfy these requirements, I look forwa...
I'm seeking a beginner-level content writer who is excited to delve into the topics of Data Engineering, AI Algorithm Development, Data Analysis Methods, Data Engineering tools, Machine Learning, LLM (Languages and Learning Machines), and Modern Data architecture including Tools and Libraries. Though you'd be starting at a beginner's level, a flair for tech-related topics and a will to learn can more than compensate for any lack of depth in these specific areas. Ideal Skills: - Basic SEO content writing - Basic understanding and interest in AI & Data Engineering topics - Strong researching skills - Ability to translate complex topics into engaging content Your articles will resonate with Data Engineers, Data Analysts, and AI Professionals, assistin...
I am in need of an experienced individual who can assist me in modifying an existing elevation design for a property. The modifications include changing the color scheme, adding or removing windows, and altering the roof design. Additionally, I am looking to incorporate some rectangluar box designs into the elevation. For the box design, I envision rectangluar b...Incorporating rectangluar box designs into the elevation, based on my sketches and reference images. The ideal candidate for this project should: - Have prior experience in elevation design and architecture - Be proficient in using sketching tools and translating sketches into concrete design proposals - Have a keen eye for detail and design harmony - Ability to understand and translate the client's vision into a t...
...seamlessly and engagingly. Ideal Skills & Experience: - Proficient in WordPress: You should have a strong background in customizing and redesigning WordPress websites. - Design Eye: Capable of creating a visually striking, bold & colorful homepage. - Development: Previous experience in adding and customizing interactive elements like sliders. Looking to hire someone who can deliver on this vision and enhance the attractiveness and interactivity of my site....
I am looking for a qualified professional to create a video of a Surah being recited by renowned scholar, Yasser Al Dossari. This video, intended for personal use, should embody a peaceful mood. To achieve this, the following elements are required: - Inclusion of English subtitles for the Surah. - Incorporation of tranq...Proven experience with videography and video editing tools. - Strong understanding of the Quran and ability to accurately translate Arabic to English. - An astute sense for aesthetics that capture spiritual serenity and peace. - Prior experience with Islamic religious content would be beneficial. This project could lead to further collaboration on similar projects if the output aligns with my vision. So, I can't wait to see the creativity and dedication in ...
I am looking for a skilled web developer with expertise in Python using Django and knowledge of e-commerce, specifically payment gateways and QR codes. Key Features: - Development of an e-commerce website - Integration of a payment gateway, focusing on QR code payment system - Ensuring smooth user experience in the shopping cart and checkout process Skills & Experience: - Proficiency in Python using Django - Proven experience in developing e-commerce websites - Familiarity with different payment gateways, specifically QR code integration - Prior experience with similar projects would be a plus Kindly provide examples of your previous work and details on how you would approach this project.
I'm seeking a qualified, engaging, and experienced female English teacher who can bring literature to life. This job is perfect for someone with a deep understanding and background in English Literature. This is a critical requirement as it will aid in enriching the content and teaching methods used. Key requirements and experience: - You need to be a nativ...student engagement and performance. - You must have a minimum of three years of teaching experience, particularly with primary school students. A track record of being able to relate to and inspiring this age group will be highly valuable. Your experience and passion for English Literature combined with your teaching experience will be the cornerstone to fostering an engaging and enlightening learning environment for my...
I am looking for a creative and skilled designer to create a modern, digital wedding invitation for me. The invitation should be in a bright and bold color scheme. Key Points: - Design style: Modern - Format: Digital (e-invite) - Color Scheme: Bright and bold Ideal Skills: - Proficiency in graphic design software - Strong understanding of modern design trends - Experience in creati...Bright and bold Ideal Skills: - Proficiency in graphic design software - Strong understanding of modern design trends - Experience in creating digital invitations - Ability to work with bright and bold color schemes If you have a portfolio or examples of previous work in wedding invitation design or similar projects, please share them. Your expertise in this area will be crucial to bringing my vision...
BID ONLY IF YOU CAN DO IT! I am looking for website builder who can create animation as well as build this similar website with my characters. Website for reference: You have to help me design coin logo, and some gif anima...provide comprehensive information about the coin and encourage users to buy and trade it. Given the nature of the website, ideal candidates for this project would have prior experience in designing and building cryptocurrency websites and a flair for animation. Knowledge in creating high-quality GIFs is highly desirable. Any bidder should demonstrate the creativity and technical skills to turn my vision into a functional and visually engaging website. Previous work samples related to crypto meme coin websites will definitely be a plus.
I need a solution that will automate a post to my own managed facebook group. I have a php script that creates the post ready to be sent to the group. The script is run unattended once a day via a cron job. My post will contai...unattended once a day via a cron job. My post will contain text and images. I had a previous system that used an fb app using publish_ to_group that I believe is no longer supported. I need a replacement solution. Happy to use any technology (not just FB app) that may achieve the same result. Please do not bid unless you fully understand the issue and can suggest an alternative. I will not pay for 'learning on the job' so please ensure you know the solution and can implement it within your quote before bidding. DO NOT BID AN AMOUNT YOU UNWILLING...
I need assistance with my Python code. My goal is to automate a specific task: extracting and transferring data from one script to another. - You would have to understand data manipulation through Python, as it's very crucial for the successful execution of this task. - Extensive experience with Python libraries and automation is highly desirable. - Familiarity with data extraction would be beneficial. Ultimately, your job would be to streamline the task in such a way that it becomes completely automated, requiring little to no manual intervention. If you're a proactive problem-solver who can think on your feet, apply now.
Project Description: I am looking for a talented designer to create a logo and website for my new premium supplement company . The project is for starting a new enterprise and I am open to any creative ideas for the design elements and styles. Logo and Color Scheme: - The preferred color scheme for both the logo and website is bright and vibrant, to con...Proficiency in using design software, such as Adobe Photoshop or Illustrator, to create high-quality and visually stunning graphics. - Knowledge of responsive web design principles to ensure the website looks great on different devices and screen sizes. - Strong attention to detail and the ability to meet deadlines. - Excellent communication skills to understand and incorporate the client's vision effectively. If you...
...on the specific features of the software. - **User Experience**: Your content should be user-friendly and easy to follow, to facilitate quick adoption by users. - **Medium of Access**: The final content should be in PDF format I will supply all necessary screenshots and steps for you to work with. Ideal Candidate: - **Educational Background**: Prior experience with educational technology or e-learning platforms is highly desirable. - **Proven Track Record**: Demonstrable experience in writing help content or user manuals for software products would be a definite plus. - **Detail-Oriented**: The ability to break down complex processes into simple, easily digestible steps is crucial for this project. - **Adaptability**: Given that you'll be working with screenshots and steps ...
As your prospective client, I am in urgent need of a highly skilled Full Stack Developer, proficient in JavaScript for a website development project. The primary focus of this task will be to enhance the functionality of our website, making it more effici...primary focus of this task will be to enhance the functionality of our website, making it more efficient and user friendly. IDEAL CANDIDATE SKILLS: - In-depth knowledge of JavaScript - Strong experience in Full Stack Development - Extensive experience in website functionality enhancement - A keen eye for detail and problem solving skills - Ability to work within tight timelines Proficiency in Python and Ruby would be an added bonus, but not a necessity. Looking forward to collaborating with a dedicated and forward-thinking pro...
...developing robust deepfake detection systems capable of discerning between genuine and manipulated media. This project proposes an innovative approach towards deepfake detection, primarily targeting both audio and video formats. The cornerstone of this endeavor lies in training a sophisticated model on a comprehensive dataset comprising authentic and deepfake media samples. By leveraging advanced machine learning algorithms, the model aims to attain the ability to analyze any MP4 file provided as input and accurately classify its authenticity. Through meticulous training, the model will develop the capability to identify subtle discrepancies indicative of deepfake manipulation, thereby distinguishing between genuine and fabricated content. Key objectives of the project i...
About Us ------------------------------------------------------ Our startup has ambitious goals to change the way business software is used globally. To achieve our vision, we are looking for a full-time PHP Web Developer. Part-time arrangements can be made for the right candidates at hourly rates. Software Engineer, Web Platforms ------------------------------------------------------ We are ideally looking to hire the candidate on a full-time basis depending on the candidate’s availability. The primary focus will be for the individual to implement & manage mobile responsive web applications that impact our customers’ businesses and lives. The role will be entirely remote, giving you the flexibility of working from home. Candidate’s Experience ---...
I'm looking to hire a freelancer who can construct a UI Vision Simple Script for web automation. The main purpose is to automate repetitive tasks, specifically focusing on web scraping. As this task involves browser interaction, the ideal candidate should have a keen understanding and profound experience in scripting for web automation on various browsers. Key responsibilities: - Develop a UI Vision Script for automation - Concentrate on web scraping to extract relevant data - Provide advice on effective methods for web automation To perform this task effectively, skills and experience in JavaScript, Selenium, and web scraping are highly desired. The script I ask is very simple
USE THE PHOTO I UPLOADED!!!! I am seeking a creative and talented illustrator who can bring an engaging and humorous vision to life. I the photo of the car I uploaded performing some funny stunts – specifically, I want to see the car jumping a ramp with flames shooting out its back. This should strike the perfect balance between funny and impressive, crafted with a sense of light-hearted fun. USE THE PICTURE I UPLOADED INTO THIS! Although I have left some questions unanswered, I invite freelancers to use their creativity and propose different funny add-ons or elements to be incorporated with the base idea. Preferred freelancer skills & experiences: - Graphic design or illustration experience - Creative mind with a sense of humor - Understanding of visual aesthetics an...
I'm looking for someone to develop a stock prediction program specifically targeted at the Saudi market. Key Requirements: - Programming Language: You can use any language you're comfortable with, whether it's Python, Java, C++, or another language or excel sheet. - Technical Requirements: The program should be highly accurate, providing predictions with an accuracy rate of over 90%. - Data Sources: The program should utilize a range of data sources to inform its predictions. These should include historical stock data for the Saudi market and any other relevant information that you can source. Be creative with your data sources and demonstrate a strong understanding of the market. Ideal Skills and Experience: - Strong background in programming and algorithm develop...
I deployed it already, But facing issues on heroku. if anyone can help me
I am working on a research project. I need more efficiency of the model that is already trained.
I'm seeking an online tutor experienced in delivering Python programming lessons for my 9th-grade child, a beginner in Python. Key focus areas would be: - Basic syntax and setup - An introduction to data structures - Problem-solving and fundamentals of algorithms The ideal tutor should have previous experience in teaching Python to teenagers, and be skilled in making complex concepts simple and engaging. Staying patient, consistent, and adaptable to different teaching methods according to the student's progress and understanding are important attributes. Kindly mention any relevant experience you have had in Python tutoring while placing your bid.
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I am in need of an e-commerce website with a robust database. The site will primarily focus on selling digital products. I require the following: - Integration of multiple payment methods including credit card, PayPal, bank transfer, yape, and plin. - A secure and efficient database to manage product listings, user accounts, and transactions. - An easy-to-use, int...development. - Expertise in database management. - Experience in integrating multiple payment gateways. - UI/UX design knowledge. - Understanding of features that drive e-commerce success such as customer retention mechanisms. The source code of the web development and database must be delivered, as well as knowledge of the Spanish language. The website must be simple and fast, it must work for a computer, tablet and c...
I'm seeking a professional and experienced NEET trainer to conduct a comprehensive online training program for students at my academy. The program will run for a full year, coveri...interactive online classes. - Provide regular assignments and assessments to track student progress. - Offer additional support and guidance to students as needed. Ideal Candidate: - Proven experience in NEET training, especially in the specific subjects of Physics, Chemistry, and Biology. - Ability to effectively teach and communicate complex concepts online. - Prior experience in developing learning materials and assessments. - Strong understanding of the NEET exam pattern and requirements. If you are a dedicated NEET trainer with a passion for enhancing student understanding and performance, pl...
I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...
I'm in need of TWO comprehensive written report based on a videos. The video's content is highly informational in nature, and the report should cater to industry professionals. Key Requirements: Discuss what the video was about and who the speaker was. How does it relate to your study of ren...industry professionals. Key Requirements: Discuss what the video was about and who the speaker was. How does it relate to your study of renewable energy sources, microgrids, energy transmission and distribution, storage technologies, policies, renewable energy resource assessment, energy market, and/or emerging technologies? • What were some of your key takeaways and how did this video meet your learning expectations from this unit? • How would you use your learnings fr...
I'm looking for a talented designer to create a modern, stylish and functional layout for my salon. Your task is to focus on the reception and hair styling areas, giving them a contemporary touch with an emphasis on functionality. In terms of color scheme, I prefer neutral tones, such as...pleasing and functional for the staff. Ideal Skills and Experience: - Proven experience in designing modern, functional spaces, ideally in the salon/beauty industry. - Proficiency in using design software to create detailed, realistic renderings. - Strong understanding of color theory and ability to work with a neutral palette. - Excellent communication skills to understand and incorporate my vision into the design. - Attention to detail and ability to work within specified constraints of sp...
... (Search: " Batman trust scene", if not wanting to click link) - Search YT videos for Angel(KOF) to find her dialogue and be able to accurately portray her. Character accuracy is crucial. Ideal candidates would have experience in writing erotic fiction and an affinity for video game culture. I'm eager to find a writer who can transform my unique vision into a compelling narrative. I want the writting to consist of but not limited to: Angel inflating the clown balloon, humping and pressing herself tightly against it. Gripping and squeezing it. Kissing and covering it with lipstick kiss marks. Floating in the air while making love to it in the sky. Talking outloud to the balloon and saying lewd loving things to it. Have her give herself a wedgie
Dear Freelancer Community, VRAS (Virtual Reality Advanced Simulations) is an ambitious startup pioneering the future of defense training through cutting-edge VR simulations. We're currently seeking a seasoned Senior Machine Learning Engineer to join our team and lead our efforts in integrating machine learning technology into our VR simulations. This unique opportunity offers an equity-only partnership initially to facilitate the Proof of Concept (POC) phase. During this period, the partner's contribution will be instrumental in securing further funding, already committed by an investor. Upon successful completion of the POC, we'll transition to full time position at the company and a payment structure, starting at $6,000 per month for the first y...
We are in the process of establishing the Horn of Africa Maritime Security Center and are seeking a skilled freelance writer with expertise in business writing and a solid understanding of maritime security to assist in creating essential documents for the project. Key Documents to be Prepared: 1. **Company Profile:** An overview of the organization, including its mission, vision, history, key personnel, and expertise in maritime security. 2. **Business Plan:** A comprehensive plan outlining goals, objectives, target market, services offered, operational strategies, and financial projections. 3. **Legal Documents:** Necessary permits, licenses, registration details, and any other legal paperwork required for operating the maritime security center. 4. **Security Procedures Manual:**...
...control flow graph that are covered by the test suite. Input Specifications Your program should take 2 command-line arguments: The path to a Python script The path to a directory containing a set of input (.in) files It should be called using the following command: python <python_program> <input_file_dir> Output Specifications Your program should produce output indicating: Statement Coverage: The percentage of statements executed during testing. Branch Coverage: The percentage of acyclic paths executed during testing. For example: Statement Coverage: 50% Branch Coverage: 12% Key Requirements: - The tool must be developed using Python. - The primary feature of this tool should be code coverage analysis. This is crucial for ensuring the effectiv...
