Circle recognition algorithm jobs
...transitions, to produce engaging videos for my Instagram account. The primary aim of these videos is to market my product or service. Key Requirements: • Proven experience in editing social media videos, preferably Instagram. • Strong understanding of latest video editing techniques and trends. • Possess creativity and a strong keen eye for aesthetics and details. • Familiarity with Instagram's algorithm and viewer engagement strategies. • Must be able to deliver on tight deadlines. Your main task will be transforming raw video footage into a final product ready for Instagram. Successful freelancers will need to use their skills to trim footage segments, add necessary effects, and make suitable transitions to craft a final product that aligns wi...
I'm seeking a skilled designer who can create a modern yet aesthetic logo for my brand "ME AND VEDA". The logo should primarily focus on brand recognition. Key Requirements: - A modern, trendy design that is also aesthetically pleasing - Use of random colors; the logo should still be able to represent the brand - The logo should reflect the brand's identity, vision, and core values - Must ensure the logo is unique and memorable, enhancing brand recognition Ideal Skills/Experience: - Strong understanding of modern design trends - Proficiency in creating logos that focus on brand recognition - Ability to work with random colors and still maintain a cohesive design - Previous experience in creating logos for lifestyle or fashion brands would be a plu...
In my pursuit to propel the recognition of my brand to new heights, I'm seeking an innovative and experienced advertising expert. Objective: - The core aim of this project is to bolster the brand's recognition among working professionals aged between 25 and 50. Target Audience: - The focal point of our advertising will be working professionals aged 25-50, assuring that our brand resonates with them and aligns with their preferences. Medium: - We will majorly utilize online platforms for our campaign, including but not limited to social media channels and various websites relevant to our target demographic. Ideal skills for this role: - Strong understanding of brand positioning and strategy - Proven experience in digital marketing, specifically with a focus on s...
...integration to assist in setting up automated trading signals. Our algorithm, currently operating on the TradingView platform, generates precise buy and sell signals. However, we require assistance in seamlessly translating these signals into actionable trades on our trading platform. The primary objective of this project is to integrate our existing algorithm with the trading platform's API to automate the execution of trades based on generated signals. The selected freelancer will be responsible for establishing a robust connection between the algorithm and the trading platform's API, ensuring timely and accurate execution of orders. Key tasks include: 1) API Integration: Configure and establish a secure connection between the algorithm and the...
I'm in need of a modern logo designer who can create a unique and trustworthy logo for my brand. This logo will be used across...unique and trustworthy logo for my brand. This logo will be used across various platforms including my website, print materials, and social media handles. Key Requirements: - A modern and sleek design - A logo that conveys trustworthiness and uniqueness - Versatile design suitable for different platforms - Focus on brand recognition Ideal Skills and Experience: - Proven experience in creating modern logos - Strong portfolio of logos that have helped with brand recognition - Understanding of design principles and how they can be applied for different platforms - Excellent communication skills to understand my brand's needs and translate t...
...risks, and daily mental strain. This innovative device, worn on the head and equipped with EECG/FMRI and other neural/blood flow tracking capabilities, aims to provide real-time data on the user's brain state. The accompanying app, leveraging ML, AI and analytics tools, interprets this data to offer actionable insights. Key features and objectives of the proposed solution include: Flow State Recognition: Identify and analyze periods of optimal focus and productivity to enhance overall performance. Stimulation Awareness: Detect situations of high stimulation, allowing users to manage their environment for optimal cognitive functioning. Burnout and Strain Prediction: Anticipate and alert users to potential burnout risks, fostering mental well-being. Task-Specific Focus Anal...
...primary goal is to increase the visibility and recognition of our brand. The campaign will largely involve text-based posts. The ideal applicants should have a strong Twitter presence and a good understanding of how to engage with followers. Key responsibilities will include: - Posting text-based content on their Twitter accounts - Engaging with their followers to spark conversation and increase brand visibility - Reporting on the performance of the campaign Ideal skills and experience: - Strong Twitter presence and familiarity with the platform's best practices - Experience in social media marketing, particularly with brand awareness campaigns - Excellent communication and engagement skills If you're someone who can help us boost our brand recognition and is...
We are seeking an experienced online instructor to create and record French courses for our trucking industry training platform. You will be provided with a 9-hour English dispatching course, which you must condense into a 6-hour French course. Deliverables include recording 3 hours per week, resulting in a complete 6-hour course over two weeks. Recordings should feature your face in a small circle within the video. Candidates should be fluent in French, experienced in online course production, and able to independently research and adapt content.
I'm in need of a freelancer who has intermediate expertise in C++ and is knowledgeable about the XOR operator. The primary goal of this project is algorithm optimization. Key requirements: - Intermediate level expertise in C++ - Proficiency with the XOR operator - Experience in algorithm optimization Please submit your proposal if you have the required skills and experience.
I'm in need of expert assistance in pushing my Quotex trading themed YouTube channel to the top of search results. My channel hosts over 50 vid...drive further growth and visibility. Expectations from this project include: - Conducting detailed SEO analysis on current content - Designing and executing an SEO strategy for improving rankings - Recommending changes and improvements to video titles, descriptions, tags, etc., and where required, boarding new SEO-focused content Ideal skills for this job: - In-depth knowledge of YouTube's algorithm and ranking factors - Excellent record in SEO strategy and implementation for YouTube channels - Familiarity and understanding of the Quotex trading niche I am looking forward to hearing from SEO specialists who can take my cha...
...with an image recognition project focused on vehicle detection using pre-trained YOLOv8 model. Key Requirements: - The main task at hand is to help me in adding some extra features to the existing model for detecting various types of vehicles in images. Ideal Skills and Experience: - Proven experience in applying ML to image recognition tasks. - Strong understanding and practical experience with object detection. - Proficiency in working with image datasets and training models for object detection. - Prior experience with detecting vehicles in images would be advantageous. - Ability to deliver high-quality, accurate and efficient ML models for image recognition. If you have a strong background in Machine Learning and a track record of successful projects in image...
I am looking for an experienced developer who can use Cython to wrap my existing CUDA code. This is a relatively simple code that is currently used for data analysis. Task: This is done in Linux (ubuntu). I had a old cython code that used to be able to connect with the CUDA code, i think the newer version of CMake changes had made...(undefined symbol)) Ideal Skills: - Proficient in both CUDA and Cython - Experience in wrapping CUDA code using Cython - In-depth knowledge on data analysis algorithms - Ability to deliver high quality, optimised code Your main task will be to ensure seamless integration between the Cython and CUDA languages, ultimately elevating the efficiency and performance of my existing data analysis algorithm. Only those with relevant experience and skills n...
I'm in need of an e...appropriate medical professionals within their location. Key Features Needed: - Android, iOS, and desktop application - User-friendly and appealing design - An intelligent chatbot with basic disease diagnosis capabilities Idea Skill Set: - Experience in Flutterflow and cross-platform mobile app development - Expertise in UI/UX design, preferably in healthcare sector - Strong understanding of chatbot algorithm - Familiarity with medical databases. This project requires thoughtful dialogue design considering the chatbot's basic diagnostic capabilities. Creative input for application design and layout is also welcomed and needed. I look forward to working with someone passionate about healthcare and tech who can deliver an intuitive, helpful and re...
I'm looking for a skilled logo designer with a knack for generating modern styles. My main goal is to create a logo that establishes brand recognition. The aesthetic we're aiming for is cool and calm colors, ensuring a design that genuinely represents our vision. The ideal candidate should have: - Experience with modern design principles - A portfolio showcasing their ability to utilize cool and calm colors in their designs - A deep understanding of how to create strong visuals for brand recognition.
I need a Python script to retrain a MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentence, Enti...
I'm looking for an expert in VHDL to develop a Field Programmable Gate Array (FPGA) project focused on pitch detection, specifically for speech recognition purposes. The system needs to be able to process live audio input. Required Skills: • Expertise in VHDL • Experience with FPGA development • Knowledge of audio processing, specifically pitch detection for speech recognition purposes If you have the above skills and experience, please make an informed bid.
...Requirements: - Use an Arduino Uno or Nano to interface with an OV7670 camera and LED. - The code should have a pattern recognition feature - specifically, recognizing a person's head. - When the pattern is detected, the LED should light up to indicate an event has occurred. Additional Details: - The code should be able to differentiate a specific pattern (a person's head) from other objects or patterns that may be in the camera's view. - This is an intermediate level project, hence the recognition should be accurate enough to detect the specific object. Ideal Skills: - Proficiency in Arduino programming and interfacing with cameras. - Experience in pattern recognition, particularly with an OV7670 camera. - Strong expertise in developing responsive ...
I need a creative freelancer to design a compelling logo that will help boost my brand's recognition and presence. I'm focused on having a unique identity that stands out from the competition. Key Requirements: - Proven experience in logo designing. - Proven ability to create logos that help in brand recognition. - Portfolio showcasing exceptional creativity and design skills. - Ability to respect deadlines and follow instructions. I skipped the style preference for the logo. I'm open to your creativity and would like to see your concept before deciding. However, your design must be original, unique and must effectively communicate my brand message. The best fit for this project will be a freelancer with excellent communication, rich experience in logo desi...
...third-party libraries for seamless app integration. Ability to work collaboratively in a team environment and communicate effectively. candidate must have the knowledge of facial recognition and facial expression with AI or machine learning. A passion for learning and staying updated with emerging technologies. If you are a skilled Android/Flutter developer with a passion for AI and are excited about working on innovative projects, we would love to hear from you. Please submit your resume and portfolio showcasing your relevant experience. Features: Cloud-Based AI Services: Reinforcement Learning: Speech Recognition and Synthesis Computer Vision Natural Language Processing (NLP) Neural Networks: Machine Learning (ML) Libraries This is a great opportunity to be part of ...
I'm looking for a skilled designer to craft an eye-catching logo that serves multiple purposes - promoting brand recognition, portraying a sense of professionalism and reflecting our company's values. COMPANY NAME: HeartLand's Herbal Healing LLC Key details: - The logo should predominantly incorporate green, complemented by shades of orange and yellow. - An element of "orange" is essential to the design. Ideal Candidate: - Proficient in color theory to effectively balance these hues - Experience in integrating symbolic features into design - Has a portfolio flaunting professional aesthetics Your knowledge of the subtleties in logo designing and understanding the profound impact it can have on brand image will be key to this project's success. ...
I'm seeking an experienced AI developer, proficient in data analysis, a variety of machine learning model development, and natural language processing to bring an image recognition project to life. Specifically, I'm looking for your contributions to: - Thoroughly analyze large quantities of data and draw insightful conclusions from it - Develop advanced machine learning models to fulfill our needs - Apply natural language processing techniques for improved project outcomes - Design and develop AI models to meet project requirements - Convert AI/ML models into APIs that other developers can use - Perform statistical analysis on big data sets - Manage project infrastructure and the development of AI models and projects - Work with other machine learning engineers, data eng...
I'm in need of a Python developer to build a real-time stock trading application. The application should specifically focus on: - Real-time data streaming: The application should be able to fetch and process stock market data in real-time. - Trading algorithm implementation: I'll need you to implement trading algorithms within the application to automate trading decisions. The platform's API integration required for this application is Zerodha's API. Ideal skills for this project include proficiency in Python, experience with real-time data streaming, and a strong understanding of stock trading and algorithms. Prior experience with Zerodha's API is a plus.
I'm looking for a skilled logo designer to create a distinctive logo that emphasizes brand recognition. Here are a few specifics: - The color scheme must incorporate warm colors. - The style of the logo is open, given that I did not specify a preference in initial considerations. Therefore, I encourage creativity, but the final design must still support the objective of brand recognition. Ideal candidates for this task will have a strong portfolio of previous work, with particular experience in designing logos that prioritize brand recognition. You should be able to work with warm color palettes and have the ability to adapt your design style to the needs of the project. Please provide a portfolio or examples of previous work when placing your bid.
Hi, I'm trying to update my workflow. I currently manage a lot of images, and I need to do...analysis, specifically, the ability to accurately assess factors such as noise, blurriness, and pixelation. - Text Recognition: You'll harness your text recognition skills to detect and recognize specific text patterns within images. Expertise in OCR technology and pattern recognition is desired. - Auto-generate Titles/Tags/Captions: I'm looking for a solution that can automatically generate titles, tags, and captions based on the content of each image. Skills in AI, machine learning, and NLP will be critical for success in this task. In summary, I need an image processing expert with strong programming skills and a deep understanding of machine learning-base...
I'm looking for a MATLAB programmer with expertise in developing advanced algorithms. The ideal candidate should be able to develop a program based on the water cycle algorithm for optimizing a given function.
...integration to assist in setting up automated trading signals. Our algorithm, currently operating on the TradingView platform, generates precise buy and sell signals. However, we require assistance in seamlessly translating these signals into actionable trades on our trading platform. The primary objective of this project is to integrate our existing algorithm with the trading platform's API to automate the execution of trades based on generated signals. The selected freelancer will be responsible for establishing a robust connection between the algorithm and the trading platform's API, ensuring timely and accurate execution of orders. Key tasks include: 1) API Integration: Configure and establish a secure connection between the algorithm and the...
I'm looking for a skilled developer who can create a sophisticated algorithm that excels in the stock market and is designed for day trading. The algorithm should be based on analyzing price action. Key requirements: - Proficiency in developing trading algorithms, specifically for the stock market. - Strong understanding of day trading principles and strategies. - Ability to analyze and prioritize price action data for effective trading decisions.
I'm in need of a professional logo designer who can help me create a minimalistic, yet eye-catching logo for my brand. The primary goal of this logo is to enhance brand recognition. Key Requirements: - The logo should be minimalistic in style, keeping it simple and clean. - The design should primarily consist of warm colors like red, orange, and yellow. Ideal Skills: - Strong background in graphic design, specifically in logo creation - A good understanding of color psychology and its impact on branding - Proficiency in creating minimalistic designs that stand out Please share your portfolio with similar projects for consideration. Thank you.
Hi, We will improve your website visibility, organic traffic and keywords ranking for Google first page through complete white hat on page and off page SEO optimization. We have 10+ years working experience in SEO optimization and also you can check my profile reviews with positive feedback. I am strictly following 100% White hat SEO Techniques, Google guidelines with latest Core Algorithm Update. PHASE: 1 – Basic SEO Analysis 1. Website Analysis Report in PPT Format 2. Keywords Audit & analysis analysis PHASE: 2 - On Page Optimization: 1- Title Tags Optimization 2- Meta Description Tags Optimization 3- Header Tags Optimization 4- URL Optimization 5- Italics and Bold Tags Optimization 6- HTML Code Optimizing 7- Robots Optimization 8- Image Analysis and Optimization...
I need an experienced eBay seller with a strong background in listing car parts. I have a range of products including engine parts, exterior parts, interior parts, and lubricants to be listed. Key Requirements: - Proficiency in data entry on eBay, particularly in the automotive s...in the automotive sector - Ability to adhere to a specific format/template for the listings - Experience working with Excel spreadsheets Your tasks: - Create detailed, engaging listings for all the products - Optimize the listings with relevant keywords to improve visibility - Regularly update the listings with stock availability and pricing If you have a good understanding of eBay's search algorithm and SEO, that would be a huge plus. Please come prepared with examples of similar work you'...
I'm seeking a skilled designer to create an abstract logo for my business, aimed to enhance brand recognition. Key info: - Logo style: The logo should be abstract, something that grasps the attention straight away and adds an essence of mystery. - Color scheme: Stick to neutral colors (black, gray, white) with potential for a minor pop of color if it aligns well. - Purpose of the logo: The principal intention of the logo is to boost brand recognition. Ideal Skills: - Previous experience in abstract logo design. - Proven success in creating logos for brand recognition. - Skillful color theory and a good eye for detail. - Excellent communication and swift delivery.
I'm looking for an experienced designer to create an HTML email banner that is compatible with Gmail, Outlook, and Mailchimp. The purpose of the design specifics has been left open to your creativi...left open to your creativity. Ideal Skills and Experience: - Advanced knowledge in creating HTML email banners - Familiarity with Gmail, Outlook, and Mailchimp platforms - Proven record of creative design approaches. Create a design that's universal and can adapt to different campaign purposes, from promoting a sale or unique offer to advertising a new product or service, or increasing brand recognition. Please note, the use of certain design elements like the company logo, product images, or animated effects is also left to your discretion. Looking forward to your unique s...
We're in need of an Augmented Reality expert with specific knowledge in the following areas: - Real-time object recognition - 3D modeling and rendering we're looking for candidates with a broad range of AR experience and a proactive approach. Key skills/experience: - Working knowledge of AR - Expertise in real-time object recognition - 3D modeling and rendering We will provide story Board to work and we have designer who works on all design part and deliver you to develop this all. Budget 250$ Thank you.
...capture serial numbers using a smartphone camera. The ideal candidate will have experience in designing mobile applications and expertise in UX/UI design principles and best practices. Key Features: TOTAL 5 PAGES including Login. SCANNING IS RELATED TO WATER THEME & DIGITAL BARCODING ICONS FOR DIGITAL SCANNER, Camera Icon, TASKS, Logout and Logo IS TEAL COLOR ADD ANALOG DIGITAL (7 DIGITS) IN CIRCLE ICON ON LOGIN PAGE PREFER LOGIN MORE WHITE BACKGROUND.. PROBABLY BIG WATER DROP FROM TAP OR SOMETHING SIMILAE. Fast scanning: The app should provide users with fast scanning capabilities, allowing them to quickly capture serial numbers. Intuitive interface: The design should be user-friendly and easy to navigate, ensuring a seamless user experience. Action button: Users shoul...
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...to track user progress and provide feedback If you have a passion for teaching and a strong background in machine learning, I would love to hear from you. Please provide examples of similar work you have done in the past. #Machine Learning Algorithms# -Linear regression -Logistic regression -Decision tree -SVM algorithm -Naive Bayes algorithm -KNN algorithm -K-means -Random forest algorithm -Dimensionality reduction algorithms -Gradient boosting algorithm and AdaBoosting algorithm #Types of Machine Learning Algorithms# -Supervised Learning -Unsupervised Learning -Semi-supervised Learning -Reinforcement Learning I need totally 14 article. Each article must consist of 1500 words. Python should be preferred as the programming language. A mini...
I'm looking for a developer to create a web-based platform. This platform will be essential for connecting talents and organizations through a comprehensive system. Ideal features of this platform include: - Profile creation functionalities for talents and organizations. - A sophisticated matching algorithm that effectively pairs individuals based on their skills and the needs of the organizations, enhancing the possibility of a successful match. - A robust messaging system to facilitate communication between the parties, ensuring a smooth and transparent interaction. - An Admin Dashboard that enables the management of users, powerful reporting and analytics capabilities, content management, system configuration and contract handling. Experience in developing similar pla...
I'm in need of a logo designer who can create a unique and professional logo that represents our company effectively. The logo should emphasize brand recognition and professionalism. Key Requirements: - Incorporating the company name into the logo - Designer creativity to make the logo stand out - Ensuring the logo reflects the brand's identity Ideal skills and experience: - Proven track record in creating effective and unique logos - Strong understanding of branding and professional design - Ability to effectively incorporate company name into the logo - Creativity and out-of-the-box thinking - Experience in working with corporate clients would be an advantage
...the detection of sound based on a threshold. Upon a given sense being awoken, it begins camera web server and turns on the light connected to that senses pins. *is it possible for it to stream audio also? The idea being the speakers attached to the 484 output sense microphone audio. Only if hardware allows (given consumption implied by these project details), include the A.I object and face recognition features to be included for the sense. The 484 should display the video stream of the latest activated sense, which can be maximised to full screen. Within its original page should also be toggles for the 3 relays. The screen should also contain the ability to add up/down button pairs for the forward/reverse control of continuous rotation servos. Make it so speed and end-stops ...
Here are the components I need. A lot of these are done already in the deisgn so just need you organize them (add hover states, etc) COMMON - Text field - Text Area - Image/File Upload Area - Button (primary, secondary) + hover state) - Radio buttons - Dropdown (single-select0 - Dropdown (multi-select + searchable) - Password field LMS-SPECIFIC - Progress Bar - Progress Circle - Scorecard elements - With pie char - With icon - Card template
I am looking for a Golang expert possessing a strong command over the intricacies of algorithm development. The project involves establishing searching algorithms for data analysis purposes. The key responsibilities include: • Algorithm Design: Focusing on searching algorithms for complex data processing • Data Analysis Application: Directing such algorithms towards effective data analysis • Data Types: Primarily catering to textual data. The ideal candidate should be skilled in Golang programming, data analysis, and should have in-depth experience developing various search algorithms. An understanding of handling and processing textual data would be beneficial. Your expertise will be key in simplifying our data handling processes and making them more effic...
...stage, I am very clear about cross-platform compatibility. This app should be constructed to operate seamlessly on both Android and iOS platforms. Key Requirements: - Expertise in Flutter development - Proven record in developing cross-platform mobile applications (Android & iOS) - A knack for creating minimalist and user-friendly interfaces - Experience in, or knowledge of real-time speech recognition technology. I am aiming for an intuitive user interface that leans toward a minimalist style. Thus, you should have excellent UI/UX design skills that are in-line with this aesthetic aesthetic. Once completed, I want to provide users the opportunity to transcribe their spoken words into text instantaneously in a stylish, minimalist environment, accessible from their Andro...
...understanding the latest trends and creating content that's not only engaging but also in line with what my followers would be interested in. - Engagement Growth: The primary goal of this role is to significantly increase my account's engagement. This includes increasing likes, comments, shares and ultimately attracting more followers. The right candidate should have a solid understanding of TikTok's algorithm and how to effectively boost engagement. - Daily Updates: I expect to be informed of how the account is performing on a daily basis. This should include key metrics, what's working well, and where improvements can be made. In terms of experience and skills, the ideal candidate should: - Have a demonstrable history of growing TikTok accounts and crea...
I'm looking for a talented designer who can create a unique and abstract logo for my business. This logo will be the cornerstone of our company's brand recognition strategy. In addition to the logo, I also need a professional letterhead design that complements the logo and gives our communications a polished and cohesive look. The logo should contain the text below Diaspora Dialogues Explore, Engage, Inspire
In the past three months, my website's SEO ranking has dipped substantially. This decline came about after a transition in the Google algorithm, particularly impacting my product/service pages. I previously emphasized backlinking and keyword optimization to enhance my website's SEO ranking. I am seeking a proficient SEO freelancer with a strong understanding of the latest Google algorithm changes, ideally someone with experience in reviving dropped rankings. Your role will be to analyse problem areas and strategize to boost ranking. Skills and Experience required: - Familiarity with changes in Google's recent algorithms; - Prior experience with ranking recovery; - Expertise in backlinking and keyword optimization; - Experience working on product/service page...
...seeking a skilled software engineer who can bring our vision to life. Below are the key components and functionalities we aim to incorporate into the platform: 1. SMS Entry System: • Develop a seamless system to receive and process SMS entries from participants. • Implement a secure and efficient method for handling user data and entry submissions. 2. Random Selection Mechanism: • Design an algorithm to randomly select winners from the pool of entries for each game. • Ensure fairness and transparency in the selection process to instill trust among users. 3. Game Variations: • Create different gaming options to cater to various preferences and timeframes, including hourly, daily, and weekly games. • Integrate features that allow for easy man...
I'm looking for a skilled graphic designer to create a class...skilled graphic designer to create a classic and traditional logo for my brand. The logo will be used both online and in print, and its main purpose is to enhance brand recognition. Key deliverables: - A classic and traditional logo design that effectively communicates my brand message. - The logo should be versatile, suitable for use on both digital platforms and print materials. Ideal skills and experience for this job: - Proven experience in graphic design, with a strong portfolio of classic and traditional logo designs. - Understanding of branding and logo design principles, particularly those related to brand recognition. - Proficiency in Adobe Creative Suite (Illustrator, Photoshop). I'm exc...
...the sound, and then receiving a score based on the comparison between the two audio recordings. Key Features: Audio Playback: Allow students to listen to pre-recorded audio clips embedded within the lesson content. Voice Recording: Implement functionality for students to use their computer's microphone to record their own voice as they repeat the audio they hear. Audio Comparison: Develop an algorithm to compare the student's recorded audio with the original audio clip and determine the level of similarity. Scoring System: Provide a scoring mechanism to evaluate the student's pronunciation or performance based on the comparison results. User Feedback: Display the score and provide feedback to the student, including suggestions for improvement if applicable. Progr...
