Objectarx opencv trabalhos

1. Develop a system that can read and understand handwritten text using Python and OpenCV. Use the provided GitHub link to download the dataset of handwritten text. Dataset: Submit the Google Colab link Your answer Handwritten Text Analyzer Accuracy Your answer 2. Develop a system that can recognize and classify human emotions based on facial expressions using Python and OpenCV. Use the provided GitHub link to download the dataset of Facial Emotion. Dataset: Submit the Google Colab link Your answer Facial Emotion Recognition Accuracy Your answer

I need help with a task that base don the following topics: ● Sampling ● Wavelength and frequency ● Nyquist theorem ● Quantization ● Image pixel histograms I have histograms images, and digits images, I need to identify the digits inside the histogram, and do more operations, all described in a PDF. using OpenCV and EMD method. Please contact me only if you are quick and experienced in this field.

I'm seeking a skilled developer who can create a custom software leveraging OpenCV. The key functionality required is to analyze mp4 videos of soccer games and extract specific elements. For this project: - Core capabilities: The software must be able to track players, detect the ball, and highlight goals within the game accurately. - Desired output: Generation of a Heatmap detailing player movement, precise coordinates of ball position, and timestamps for identified goals. - Additional features: The software should also be capable of detecting specific player actions or events such as goal shots, passes, and fouls. The ideal candidate for this project should have experience in working with OpenCV, video analysis techniques and should possess an understanding of s...

I'm looking for a developer with experience in the fields of Opencv, Flask and Yolo, this project revolves around web development, with specific focus on creating a web application system with the integration of object detection. Required Skills and Experience: - Proficiency in Opencv, Flask and Yolo - A solid background in web development - Experience in developing web application systems - Working knowledge of object detection the project is nearly completed but there are some logical errors i am getting

...HuggingFace or similar files in folders, as the end goal is to have ZERO Censor for the videos and preferably fast processing. Despite the preference for Google Colab, I would also appreciate it if you possess the know-how to work on other cloud-based services. While I do not have a specific library or framework for face swapping, I am more open to suggestions. Therefore, your experience in Dlib, OpenCV, PyTorch, or any other suitable software for face swapping would be a great asset. - Key Skills Required: - Real-time Object Oriented Programming - Google Colab Expertise - Experience with HuggingFace or similar software - Knowledge of different libraries or frameworks for face swapping - Proficiency in handling JPEG files and MP4 videos If you're confident in tackli...

...effectively handle standard photograph formats such as JPEG and PNG. * Your responsibilities will include: - Debugging and completion of current codebase - Ensuring functionality of image classification features - Implementing clear, concise comments post each code segment * Ideal Skills: - Strong experience with Python programming - Proven track record with computer vision libraries (OpenCV, TensorFlow, etc.) - Deep understanding of deep learning frameworks (Keras, PyTorch) - Comfortable working with Google Colab notebooks - Familiarity with image handling and preprocessing Your expertise in the intricacies of neural networks and image processing algorithms will be the bedrock of the project's success. Remember, readability and code documentation are as c...

I am looking for a skilled mobile a...identifying similarities and differences. Key Requirements: - Proficiency in Android app development - Strong experience in image processing algorithms - Ability to implement object detection features - Expertise in enhancing photo quality - Capability to design a seamless image comparison tool Ideal Candidate Skills: - Knowledge of machine learning frameworks (for object detection) - Familiarity with OpenCV or similar libraries - Experience with real-time image processing - Proficient in Java or Kotlin This project is not just another photo app; it's about creating an indispensable tool that will help users interact with images in a transformative way. If you have a passion for blending creativity with technology, I can't wait to c...

I'm seeking a dedicated expert for high-accuracy object tracking to enhance a surveillance system. The focus is on monitoring a cup and ball game, ensuring each movement is captured with precision. Ideal Candidate skills: - Expertise in computer vision and object tracking algorithms - Proficiency in software development (C++, Python, OpenCV) - Experience with real-time surveillance systems - Strong problem-solving skills Project requirements: - Develop a robust tracking system for small objects - Ensure high-accuracy tracking under various conditions - Integrate the solution into an existing surveillance system This project offers an exciting challenge for those skilled in computer vision and surveillance technology. If you have a proven track record and the skills listed, I...

I need a proficient developer for a Proof of Concept (POC) project that's time-sensitive. Requirements: - Develop an imag...for image analysis and segmentation. - Identify and separate graphics and texts within images. - Categorize graphics from each other. - Distinguish texts by language (English, Spanish, Hindi, Urdu). - Handle single and multiple images efficiently. - Ensure basic level accuracy; some errors are acceptable. Desired Skills: - Proficiency in Python. - Experience with image processing libraries like OpenCV. - Understanding of Machine Learning for image classification. - Knowledge of OCR technologies and language processing. - Ability to work under tight deadlines. This POC has a strict deadline of 18/01/2024. Looking for a freelancer who can deliver qualit...

...environments like Node.js, Python (Flask/Django), Java. - User registration and login functionality - Integration of a payment gateway for seamless transactions - Implementation of push notifications to keep users updated Experience in Audio File Processing: - Knowledge and experience in using audio processing libraries such as Librosa. Experience in Image Processing: - Familiarity and experience with OpenCV or similar technologies for converting audio data into images. Experience in Mobile Application Development: - Skills in developing apps for iOS/Android, including the ability to scan and verify images against a database. Knowledge in Information Security: - Awareness of information security issues and experience in data protection and user privacy. Experience in Databas...

...looking for a Python application that can determine the size of a 2D object. This project is for academic purposes and there is no specific deadline for its completion. The ideal freelancer for this job should have the following skills and experience: - Proficiency in Python programming language - Knowledge of computer vision and image processing techniques - Familiarity with libraries such as OpenCV for object detection and measurement - Ability to develop an intuitive user interface for the application The main goal of this project is to create an application that can accurately measure the size of 2D objects. The freelancer should be able to implement algorithms that can identify and measure objects in images or video streams. The application should be user-friendly and prov...

...simultaneously, with the ability to scale as the user base grows. Technical Requirements: Strong experience in JavaScript, Python, or any other relevant programming languages. Experience with React, Node.js, or similar frameworks for frontend and backend development. Proficiency in 3D modeling tools and libraries such as Three.js. Knowledge of image processing techniques and libraries, preferably OpenCV. Understanding of best practices for user interface design and user experience. Deliverables: A fully functional web application that meets all listed objectives. Source code with documentation for future maintenance and upgrades. A testing and deployment strategy to ensure reliability and performance. Budget: 250€ Timeline: Max 10 Days We are excited to work with talente...

...simultaneously, with the ability to scale as the user base grows. Technical Requirements: Strong experience in JavaScript, Python, or any other relevant programming languages. Experience with React, Node.js, or similar frameworks for frontend and backend development. Proficiency in 3D modeling tools and libraries such as Three.js. Knowledge of image processing techniques and libraries, preferably OpenCV. Understanding of best practices for user interface design and user experience. Deliverables: A fully functional web application that meets all listed objectives. Source code with documentation for future maintenance and upgrades. A testing and deployment strategy to ensure reliability and performance. Budget: 250€ Timeline: Max 10 Days We are excited to work with talente...

I'm looking for a freelancer to build a face recognition system for Microsoft HoloLens 2. The goal of this system is to identify a face from the HoloLens camera feed and match it with one of the earlier prepared faces. This job requires skills in facial recognition technology, MS HoloLens development, and preferably OpenCV. Previous work on similar projects will also be a plus. I need this project to be completed ASAP. Bid confidently if you think you have what it takes.

I need a professional developer who's experienced with Flask, OpenCV, YOLO and SQLite to help me in my project focused primarily on data storage and retrieval. I'm having some errors in the code. This tool should house key functionalities such as: - Real-time data updates: Monitor statistics and visual elements dynamically, as the data in the application updates in real time. - Storage and retrieval system: Must effectively store and retrieve different data types, including text, images, and numbers. Following are the skills and experience that you should ideally have: - Proficiency with Flask for creating web-based interfaces - Experience with OpenCV and YOLO for image processing tasks - Knowledge of SQLite to handle data storage and retrieval - Experience with...

...extensive knowledge in designing, implementing and refining machine learning algorithms. 2. Computer Vision: Your role will require you to focus on video analysis and processing using computer vision. Previous experience with similar tasks will be beneficial. Though not a strict requirement, prior knowledge in working with machine learning frameworks or environments (such as TensorFlow, PyTorch or OpenCV) would be highly regarded. As the client, I'm open to suggestions and innovative solutions. If you can see yourself succeeding in this project, apply now with details of your past experiences and ideas for this project....

Face Recognition Subprogram Integration - The larger system is written in Python - We are looking for a skilled developer to integrate a face recognition subprogram into our existing system - The ideal candidate should have experience working with Python and be familiar with the OpenCV and Dlib libraries or frameworks - The project needs to be completed within 2 months, allowing for ample time for testing and implementation

I am looking for a freelancer who can help me with a project involving counting contours from an image using OpenCV. Here are the details of the project: Image Type: - The image I am working with is in RGB format. Contour Count Threshold: - I have a specific number in mind for the contour count threshold. Preferred Programming Language: - I would prefer the project to be done using Python. Ideal Skills and Experience: - Strong proficiency in OpenCV and image processing. - Experience in working with RGB images. - Knowledge of contour detection and counting algorithms. - Proficiency in Python programming language. If you have the necessary skills and experience, please submit your proposal.

...well as proficiency in Python programming. Key Requirements: - Proficiency in Python programming language - Experience in computer vision algorithms and libraries - Ability to develop an object detection system with an expected accuracy of more than 90% Skills and Experience: - Strong knowledge of computer vision algorithms and techniques - Experience with Python and relevant libraries such as OpenCV, TensorFlow, or PyTorch - Familiarity with object detection models and frameworks (e.g., YOLO, SSD, Faster R-CNN) - Ability to optimize and fine-tune models for high accuracy - Strong problem-solving skills and ability to work with large datasets If you are a skilled computer vision expert with experience in object detection using Python, I look forward to hearing from you. Pleas...

...skills to integrate the model into a user-friendly interface. Strong understanding of security best practices for biometric data protection. Bonus Points: Experience with Siamese networks or Triplet Loss networks for person re-identification. Knowledge of transfer learning and leveraging pre-trained models like VGG16 or ResNet. Familiarity with Python and popular computer vision libraries like OpenCV. Experience working on similar biometric authentication projects. Project Deliverables: Well-trained deep learning model with high accuracy and real-time performance. Robust software application incorporating the model for webcam authentication. Comprehensive documentation covering data preprocessing, training pipeline, and model architecture. Offer: Competitive hourly rate commen...

I'm urgently seeking a seasoned flutter/opencv developer to create an image stitching plugin for me. This needs to be completed today as time is of the essence. The plugin developed must flawlessly execute the following functionalities: - Auto-alignment of images - Seamless blending of images - Supporting multiple image formats - Cogeneration of equirectangular images Further details for the equirectangular image generation feature are as follows: - The plugin must support a 360-degree field of view, to give a comprehensive and in-depth perspective - The plugin should accommodate for different image projection types The ideal freelancer for this urgent task will be highly proficient in flutter/opencv, with specific experience in building similar plugins. Experience w...

I am looking for a skilled developer to implement a face recognition feature in my existing mobile app. The main...looking for a skilled developer to implement a face recognition feature in my existing mobile app. The main purpose of this feature is to enhance user authentication . I do not have a preferred technology or platform for the implementation, so the developer can choose the most suitable option. Requirements: - Experience in implementing face recognition features in mobile apps - Proficiency in using OpenCV or Google Vision (or any other relevant technology) - Ability to integrate the feature smoothly into the existing app - Strong problem-solving skills to ensure the feature works seamlessly If you have the necessary skills and experience, please bid on this project. ...

...algorithms will analyze data from weight sensors, cameras, and LiDAR in real-time, providing a comprehensive and constantly updated understanding of the store environment. BLE beacons, also integrated into the system through AI, will assist in accurate customer tracking and indoor navigation. Step 3: Monitoring Customer Interaction with Products Advanced AI Object Detection and Tracking: Using OpenCV, TensorFlow, and PyTorch, our AI models will meticulously track customer interactions with products, supported by ReID and DeepSORT algorithms for enhanced multi-object tracking capabilities. Facial Recognition and Hand Tracking for Personalized Interaction: State-of-the-art facial recognition and hand tracking technologies will be employed, all powered by AI, to seamlessly link cu...

I need you to make a script for me that can perform the task below 1. Check if there's only 1 face 2. Remove everything except the face 3. Create an image according to passport specifications

Extracting Data from Image/PDF - Python - OpenCV - OCR

I am looking for a skilled developer to create a face detection script with high accuracy. The script can be written in either JavaScript or Python, whichever language will provide the highest level of accuracy. Requirements: - The script should be able to accurately detect faces in images or videos. -...sufficient. - The main priority is to achieve a high level of accuracy in the face detection process. Ideal Skills and Experience: - Strong proficiency in either JavaScript or Python, depending on the chosen language. - Experience in developing face detection algorithms or scripts. - Knowledge of computer vision and image processing techniques. - Familiarity with libraries or frameworks such as OpenCV or Dlib. - Attention to detail and ability to fine-tune the script for optimal...

...The projects/exercises should cover a range of topics and concepts, including but not limited to data structures, algorithms, object-oriented programming, and file handling. - The projects/exercises should be well-documented and include clear instructions and specifications. - The code should be well-structured, efficient, and follow best practices. Skills and Experience: - Strong proficiency in OpenCV / C++ programming language. - Proficient in using Visual Studio IDE. - Solid understanding of data structures and algorithms. - Experience in designing and implementing object-oriented programming concepts. - Familiarity with file handling in C++. - Excellent problem-solving skills and ability to create challenging exercises. - Strong attention to detail and ability to write clear...

I am looking for a skilled freelancer to create a macro for me on PC. I require a software application capable of generating simple macros on a PC by analyzing and interpreting images from ...seconds and so on. I am looking for someone who can meet these requirements. Ideal Skills and Experience: - Proficiency in creating macros on PC games - Experience with data entry tasks - Scripting Languages: Proficiency in scripting languages like Python, AutoHotKey, or Lua is essential for creating macros. - Image Recognition: Understanding image processing techniques and libraries (such as OpenCV in Python) for recognizing and analyzing images is fundamental. - Ability to understand and implement specific requirements for the macro Give me the best price possible to see if we can work ...

I am looking for an Image Processing Expert who is proficient in utilizing the Discrete Wavelet Transform (DWT) technique using Python. The ideal candidate should have experience with OpenCV library for implementing the DWT. Specific requirements for the project include: - Proficiency in implementing the Discrete Wavelet Transform (DWT) using Python - Experience with the OpenCV library for image processing - Knowledge of image analysis techniques and algorithms The intended application for the wavelet transform is image analysis. The candidate should have a strong understanding of image compression, signal analysis, and feature extraction. If you have the skills and experience required for this project, please provide samples of your previous work in the proposal.

Note : before bids on this project my budget not more than 10$ Project Descriptio...able to automate image recognition tasks, allowing the extension to identify and analyze images on specific websites. Platform: Chrome Extension The extension should work specifically on Google Chrome, providing seamless integration and functionality. Ideal Skills and Experience: - Proficiency in JavaScript and Chrome extension development - Experience with computer vision libraries such as OpenCV or TensorFlow - Knowledge of image recognition algorithms and techniques - Familiarity with web scraping techniques would be a plus - Strong problem-solving skills and attention to detail If you have the expertise in developing Chrome extensions with image recognition capabilities, please submit your...

Note : before bids on this project my budget not more than 10$ Project Descriptio...able to automate image recognition tasks, allowing the extension to identify and analyze images on specific websites. Platform: Chrome Extension The extension should work specifically on Google Chrome, providing seamless integration and functionality. Ideal Skills and Experience: - Proficiency in JavaScript and Chrome extension development - Experience with computer vision libraries such as OpenCV or TensorFlow - Knowledge of image recognition algorithms and techniques - Familiarity with web scraping techniques would be a plus - Strong problem-solving skills and attention to detail If you have the expertise in developing Chrome extensions with image recognition capabilities, please submit your...

Note : before bids on this project my budget not more than 10$ Project Descriptio...able to automate image recognition tasks, allowing the extension to identify and analyze images on specific websites. Platform: Chrome Extension The extension should work specifically on Google Chrome, providing seamless integration and functionality. Ideal Skills and Experience: - Proficiency in JavaScript and Chrome extension development - Experience with computer vision libraries such as OpenCV or TensorFlow - Knowledge of image recognition algorithms and techniques - Familiarity with web scraping techniques would be a plus - Strong problem-solving skills and attention to detail If you have the expertise in developing Chrome extensions with image recognition capabilities, please submit your...

Note : before bids on this project my budget not more than 10$ Project Descriptio...able to automate image recognition tasks, allowing the extension to identify and analyze images on specific websites. Platform: Chrome Extension The extension should work specifically on Google Chrome, providing seamless integration and functionality. Ideal Skills and Experience: - Proficiency in JavaScript and Chrome extension development - Experience with computer vision libraries such as OpenCV or TensorFlow - Knowledge of image recognition algorithms and techniques - Familiarity with web scraping techniques would be a plus - Strong problem-solving skills and attention to detail If you have the expertise in developing Chrome extensions with image recognition capabilities, please submit your...

Note : before bids on this project my budget not more than 10$ Project Descriptio...able to automate image recognition tasks, allowing the extension to identify and analyze images on specific websites. Platform: Chrome Extension The extension should work specifically on Google Chrome, providing seamless integration and functionality. Ideal Skills and Experience: - Proficiency in JavaScript and Chrome extension development - Experience with computer vision libraries such as OpenCV or TensorFlow - Knowledge of image recognition algorithms and techniques - Familiarity with web scraping techniques would be a plus - Strong problem-solving skills and attention to detail If you have the expertise in developing Chrome extensions with image recognition capabilities, please submit your...

Note : before bids on this project my budget not more than 10$ Project Descriptio...able to automate image recognition tasks, allowing the extension to identify and analyze images on specific websites. Platform: Chrome Extension The extension should work specifically on Google Chrome, providing seamless integration and functionality. Ideal Skills and Experience: - Proficiency in JavaScript and Chrome extension development - Experience with computer vision libraries such as OpenCV or TensorFlow - Knowledge of image recognition algorithms and techniques - Familiarity with web scraping techniques would be a plus - Strong problem-solving skills and attention to detail If you have the expertise in developing Chrome extensions with image recognition capabilities, please submit your...

...measurements - Analysis of the data to provide insights and recommandation on the uniform they should buy The target age group for the app is 8-12 years old. here are some modal for the developer to look at: -- And references: Tools and libraries like OpenCV, TensorFlow, and PyTorch can be used for image processing and understanding. Ideal skills and experience for this job include: - Proficiency in app development for both iOS and Android platforms - Experience in integrating A.I technology into mobile apps - Knowledge of data tracking and analysis techniques Things to be built 1 User Registration and Profile Management 2 Camera Integration 3 AI

I am looking for a skilled freelancer to create a macro for me on Windows. I require a software application capable of generating simple macros on a PC by analyzing and interpreting images th...for the macro, and I am looking for someone who can meet these requirements. Ideal Skills and Experience: - Proficiency in creating macros on Windows - Experience with data entry tasks - Scripting Languages: Proficiency in scripting languages like Python, AutoHotKey, or Lua is essential for creating macros. - Image Recognition: Understanding image processing techniques and libraries (such as OpenCV in Python) for recognizing and analyzing images is fundamental. - Ability to understand and implement specific requirements for the macro Give me the best price possible to see if we can work ...

I am looking for a Python expert who can help me with OMR (Optical Mark Recognition) reading. The project...project involves reading both multiple choice and checkbox forms using Python. Attachments are just a sample, we have different exam sheet formats. technology is no bar for us we need solution, if possible we also looking .net based solution Skills and experience required: - Strong proficiency in Python programming language - Knowledge of OMR reading techniques and algorithms - Familiarity with OpenCV and/or Pytesseract libraries (although no specific preference is required) - Experience in achieving an accuracy rate of 90-95% for OMR reading If you have expertise in Python and OMR reading, and can deliver accurate results, please reach out to discuss further details of th...

I am looking for a Python expert who can help me with OMR (Optical Mark Recognition) reading. The project...project involves reading both multiple choice and checkbox forms using Python. Attachments are just a sample, we have different exam sheet formats. technology is no bar for us we need solution, if possible we also looking .net based solution Skills and experience required: - Strong proficiency in Python programming language - Knowledge of OMR reading techniques and algorithms - Familiarity with OpenCV and/or Pytesseract libraries (although no specific preference is required) - Experience in achieving an accuracy rate of 90-95% for OMR reading If you have expertise in Python and OMR reading, and can deliver accurate results, please reach out to discuss further details of th...

...interfaces into existing e-commerce system, primarily focused on the clothing and accessories sector. ### Project Overview: - Develop a web-based chat interface using JavaScript, with frameworks like React or Vue.js. - Integrate backend services using Node.js, employing WebSockets for real-time communication. - Utilize Python for machine learning and image processing, integrating TensorFlow/PyTorch and OpenCV. - Implement and train a GPT-based AI model for interactive customer service. - Integrate the system with WhatsApp using the WhatsApp Business API. - Conduct initial training using e-commerce data (product details, images, descriptions, etc.) and provide ongoing machine learning adaptations. ### Requirements for Applicants: - Extensive experience in AI, machine learning, w...

I need to create a function in C++ that returns the number printed on bingo balls that will be shown by a camera. To do this, you can use OpenCV, AI or whatever you think is best. The project must work in **QT Creator**, which is the IDE we use. Bingo balls can be four different shapes, so I am attaching a .zip with the four models that must be read. Also included in the same .zip file is a video of how the balls can be presented in the camera. The balls can be different colors. Each of the balls has twelve impressions of the number. This ensures that at least one print of the number will appear complete in any position on the ball. I can provide any image/video or any type of visual material of the balls. The program will finally receive the image from a camera and every time a bal...

Detect a ball on 3 cup game Skill: Python/OpenCV

Abando...- Looking for a Python developer with experience in OpenCV - The purpose of the project is to create a real-time abandoned object detection system for security purposes - The system should be able to detect and notify about abandoned objects that were left for 20 secin in the designated environment - The environment can be either indoor or outdoor, or both - The detection system should be able to detect and notify in real-time, providing immediate alerts for prompt action -If object is abandoned a rectangle will be drow around the object -If object is abandoned detected program we find the owner whithin short time. -Changing of illumention should be considered. - Ideal candidate should have strong knowledge and experience in Python, OpenCV, and real-time object dete...

I am looking for a freelancer to assist with an image processing project. The specific task I need assistance with is abandoned object detection using OpenCV and Python. Requirements: - Proficiency in OpenCV and Python - Knowledge of object recognition and image segmentation techniques Dataset/Images: I do not have a specific dataset or images to work with. I am open to suggestions and would appreciate assistance in finding suitable dataset/images for the project. Project: - detecting abandoned object in area of interset if the object is left specific time . -If object is abandoned a rectangle will be drow around the object -If object is abandoned detected program we find the owner whithin short time. -Changing of illumention should be considered. Example:

I am looking for a developer who can assist me with a YOLO + OpenCV project that involves object detection. The main objective of the project is to detect objects in real-time. The ideal freelancer will have expertise in YOLO and OpenCV, as well as experience in integrating mouse and keyboard input into computer vision projects. They should be able to understand and work with specific requirements for mouse and keyboard input. Must know kmbox or chinese. Read the document about kmbox before bidding.

I am looking for a freelancer who can assist me with an opencv project that involves object detection and tracking. The main goal of the project is to develop a system that can accurately identify and track objects in real-time. The project requires specific mouse and keyboard inputs, specifically clicks and key presses. These inputs will be used to interact with the system and control its functionality. I am expecting a level of interaction with the project that is semi-automated with user interaction. This means that the system should be able to perform certain tasks automatically, but also allow for user input and control. Ideal skills and experience for this project include: - Strong knowledge of opencv and computer vision algorithms - Proficiency in programming langua...

I am looking for a Python developer, ideally familiar with OpenCV, to modify an existing codebase for my project. This is essentially, modifying existing code from a Github project - link below - to work on my computer (I cannot get it to work). I am open to flexible timelines that could help ensure that the final product is of the highest quality. My experience level with Python code is intermediate, and I am willing to provide input on solutions and changes as the project progresses.

Python script opencv convert the video into grayscale image

...into existing e-commerce system, primarily focused on the clothing and accessories sector. ### Project Overview: - Develop a web-based chat interface using JavaScript, with frameworks like React or Vue.js. - Integrate backend services using Node.js, employing WebSockets for real-time communication. - Utilize Python for machine learning and image processing, integrating TensorFlow/PyTorch and OpenCV. - Implement and train a GPT-based AI model for interactive customer service. - Integrate the system with WhatsApp using the WhatsApp Business API. - Conduct initial training using e-commerce data (product details, images, descriptions, etc.) and provide ongoing machine learning adaptations. ### Requirements for Applicants: - Extensive experience in AI, machine learning, w...

...job would include: - Proficiency in iOS app development - Experience with image processing and object recognition algorithms - Strong understanding of user interface design and user experience - Ability to integrate the app with external APIs or libraries for object recognition - Attention to detail and ability to deliver a high-quality app Computer Vision Libraries: Utilize libraries like OpenCV for image processing and feature extraction. Machine Learning Frameworks: TensorFlow or PyTorch can be used for implementing machine learning models to classify images as scratched or scratch-free. Programming Languages: Python is commonly used for developing such applications due to its extensive libraries in computer vision and machine learning. Mobile App Development: For creat...