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Python Script for Face/Object Detection & Video Splitting

$1500-3000 USD

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Postuar 10 days ago

$1500-3000 USD

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I have an existing object detection model which I used to process photos and videos from a specific sports event. I am looking to make some improvements with some added scripts that I can run to further process the data. Each one of these three should be able to be run independently. Specifically: 1. given an input folder of images, we will rename them by adding attempt number. This should also work on subfolders in the input folder. This will need to use clues such as who is in the image, the timestamps of the images as well as the positions of objects in the photo to make guesses about when a new attempt starts. the attempts should be added like 1att, 2att, etc to make it easy to know what the number means in the filename. 2. creating a local database of athlete ID. when a new athlete is detected, an id is assigned to it and stored it in database. if an athlete is recognized as previous one, we will get its id from database and change the filename accordingly. this should work on both photos and videos and it should also work on subfolders. it should detect any file that has been previously tagged and ignore it. the info added should be something like 2154id or some other recognizable text like id to make it easy to know what has been tagged. 3. for continuously recorded sessions, we will trim the videos according to the count of attempts present in the video. this will not crop the videos, just trim. it will use information from the ML model to find attempts. the trimmed video will be in the original format/codec/quality and it will use logic to process these files quickly, rather than evaluating every frame in a massive file. an example would be looking for lifts every second, rather than every frame, then narrowing in on the start of the lift more precisely when a lift has been found. All of these scripts should be resilient in the sense that they don't quit on themselves when something a bit weird is found. For instance, in part 1, it shouldn't quit because there's a series of photos not of barbells or athletes. It should just gracefully skip over it and keep going. Or for #2, same thing, if no one is found, it shouldn't just fail, it should probably just use the same person ID as the prior image if it finds that person in following images (for instance, let's say the model cannot see the face for an image or two, it should have logic in it to understand and adapt). And for number 3, it should not fail because a barbell is not seen or a person is not seen or similar, it should just keep looking. I want them to be more bug proof than the last script was.
ID e Projektit: 38032889

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Avatari i Përdoruesit
I am Python developer and have excellent experience in Python and I am pretty sure that I can complete every bit of your requirements. Further details and cost can be discussed
$1 800 USD në 15 ditë
0,0 (0 përshtypje)
0,0
0,0
36 profesionistët e pavarur ofrojnë mesatarisht $2 226 USD oferta për këtë punë
Avatari i Përdoruesit
Hi Good afternoon , I have read the brief details on your job listing . I see you have been looking for someone experienced with Python, Machine Learning (ML), Facial Recognition and Software Architecture. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais
$3 000 USD në 13 ditë
4,9 (103 përshtypje)
8,5
8,5
Avatari i Përdoruesit
Hi there,I'm biddin on your project "Python Script for Face/Object Detection & Video Splitting" I have read your project description and i'm an expert in Machine learning/Python/C++/Java and Data science therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. .. .
$3 000 USD në 4 ditë
4,8 (102 përshtypje)
8,0
8,0
Avatari i Përdoruesit
Hi there Nathaniel A., Good afternoon , Hope you're having a great time. I'm bidding on your project "Python Script for Face/Object Detection & Video Splitting" I am expert in Facial Recognition, Machine Learning (ML), Python and Software Architecture. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Thanks ..
$3 000 USD në 2 ditë
5,0 (44 përshtypje)
7,3
7,3
Avatari i Përdoruesit
Hi, For the first task, renaming images incorporating attempt numbers, I'll leverage my ML knowledge to predict new attempts based on various cueing elements such as timestamps, object positions, and people appearances. Furthermore, to develop a local database of athlete IDs (#2), I'm proficient at designing efficient data storage systems that can dynamically assign unique IDs to detected athletes and update them in filenames. My foremost priority is to ensure bug-free logic that adaptively incorporates similar information from previous images if face recognition fails temporarily, ensuring your data remains intact. Finally, for scoring continuous video sessions according to attempts (#3), I propose using frame evaluation techniques sparingly to maximize efficiency without sacrificing accuracy. Instead of evaluating every frame in a heavy file, I'll implement smarter algorithms that look for key events (lifts) every second and later narrow down precisely when they occur within the video. Throughout all these phases, I guarantee error handling is my top-most priority - gracefully skipping over irrelevant data or adapting intelligently when required, so your scripts remain resilient even in unusual scenarios. With previous experience implementing large-scale solutions with similar requirements and consistent delivery within budgeted timeframes, I can assure you that your project is in capable hands. Let's establish a strong collaborative relationship centered on excellence!
$1 900 USD në 7 ditë
5,0 (239 përshtypje)
7,5
7,5
Avatari i Përdoruesit
SOFTWARE DEVELOPMENT EXPERTS Hi, We are an experienced team of web, mobile and desktop software developers and have been working in this industry for over 8 years now. With a strong portfolio of software platforms successfully designed and delivered, we are a premier development agency that clients partner with for their professional and business needs. Technologies we work on: Web Software - Flutter, JS Frameworks, Laravel Desktop Software - Flutter Game development: Unity 3D, Unreal engine We are also adept in integrating the following into web solutions: - Chat bots - Payment Gateway - 3rd party SDKs - Social Media Platforms Our expertise in web and desktop software development has paved the way for us to successfully deliver projects for various industries such as Education, Healthcare, Travel and Transport, Ride Booking, Ecommerce, Online Ordering and Delivery, Social Networking, Utility Services, Home Service Booking, Recruitment and Job Search, CRM/ERP Tools, Business Management etc. Some of our most recently completed projects include Retail and Warehousing POS, Restaurant POS, School ERP, Real Estate Management System, Shuttle Service and Ride hailing Management. Kindly initiate the chat so that we can discuss the project details and share our portfolio. Thanks, Amit
$2 250 USD në 7 ditë
5,0 (4 përshtypje)
6,4
6,4
Avatari i Përdoruesit
❇️ I can assist you with creating Python scripts to enhance your existing object detection model for sports data processing. I'm skilled in scripting and data analysis. Here are some of my recent projects demonstrating my scripting and data analysis skills: ✅ Data Cleaning and Analysis Script ✅ Machine Learning Model Automation Script ✅ Web scraping Script with Data Extraction ✅ File Processing and Renaming Script ✅ Image Analysis Script ✅ Video Editing Automation Script ✅ Database Management Script ✅ API Integration Script
$1 550 USD në 7 ditë
5,0 (37 përshtypje)
6,2
6,2
Avatari i Përdoruesit
Hi Nathaniel A., In order to enhance the object detection model for processing photos and videos from sports events, it is crucial to ensure the scripts are robust and adaptable to various scenarios. 1. How should the scripts handle images/videos that do not contain athletes or relevant objects? 2. Are there specific ML models or algorithms that you prefer to be used for the detection and recognition tasks? 3. How should the scripts handle situations where the face or object is partially obscured or not clearly visible in the images/videos? Based on the comprehensive project description provided, I propose to develop Python scripts that can efficiently rename images/videos, create a local athlete ID database, and trim videos based on the count of attempts. The scripts will be designed to handle unexpected scenarios gracefully without quitting, ensuring a more bug-proof operation. I appreciate the detailed requirements you have outlined and I am flexible with payment terms. I would be happy to discuss the project further or address any additional questions you may have. Best Regards, Rahul
$1 800 USD në 7 ditë
5,0 (5 përshtypje)
5,3
5,3
Avatari i Përdoruesit
Dear Nathaniel A., I have extensive experience in Python, Machine Learning, and Software Architecture, with a proven track record of delivering high-quality results. I am confident in my ability to enhance your existing object detection model by creating scripts for image renaming, athlete ID assignment, and video trimming based on attempts. I can ensure that these scripts are resilient and adaptable to handle various scenarios, providing you with reliable and efficient processing of data. I am keen to discuss your project further and explore how I can contribute to its success. Looking forward to connecting with you soon! Best regards,
$2 200 USD në 10 ditë
5,0 (2 përshtypje)
4,6
4,6
Avatari i Përdoruesit
As an experienced multi-skilled engineer, I am confident in my capabilities to handle your Python script development needs with utmost efficiency and a keen eye for detail. I have ventured into numerous projects, from creating cloud-native applications to implementing ML models, which enforces my adaptability. During those projects, I acquired deep insights into services similar to the ones required for your scripts: object detection, file management, and video processing. My proficiency in Python aligns solidly with your project's requirements for intelligently renaming files based on contextual clues and managing athlete IDs across images and videos. Notably, my prior experience with resilient script development reinforces my ability to build the robustness you seek. My promise is not only to deliver but also to exceed expectations by making these scripts bug-proof and agile. I intend for them to gracefully handle exceptions - skipping unusual files or successfully processing incomplete data - so your pipeline remains uninterrupted. In addition to my current skill set in Python, I am always willing and eager to learn new technologies as per project requirements. This includes any supplementary knowledge necessary to accommodate your existing object detection model should it differ from what I have previously used.
$3 000 USD në 7 ditë
5,0 (4 përshtypje)
4,0
4,0
Avatari i Përdoruesit
⭐ Hi, My availability is immediate. I read your project post on Python/AI/ML Developer for Face/Object Detection & Video Splitting. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. - ML Toos: ChatGPT, Llama, Google Bard, OpenAI, Artificial Intelligence, - AWS SageMaker, AWS Bedrock, AWS Machine Learning Services, AWS AI Services - Azure Cognitive Services, Azure Bot Service, Azure QnA Maker, Azure Vision, Azure Document Intelligence, Azure OpenAI - Tableau, PowerBI - AI: Generative AI, Langchain, LLM, RAG - Artificial Intelligence, Machine Learning, Deep Learning, Chatbot Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$1 920 USD në 30 ditë
4,3 (16 përshtypje)
4,0
4,0
Avatari i Përdoruesit
How are you? I hope this proposal finds you in good spirits and ready for some fun! I have extensive skills at Facial Recognition, Python, Software Architecture and Machine Learning (ML) We are thrilled to submit a bid proposal for the fine-tuning of the GPT-3.5. So, let's dive into the world of GPT and make it even more awesome! I am a professional AI expert with strong experience in this field with OpenAI's GPT models, ChatGPT, Bard and LLaMA. I have already developed many many GPT projects including Slack Bot, Legal Consulting Bot for some Companies suing Open AI' GPT-3.5-turbo-16k and Whisper and fine tuned models of Hugging Face. I mastered HTML, Python, Java, JavaScript, PHP and have also strong expertise in Self-driving, Object Detection/Tracking using yolov series and OpenCV and Image recognition/classification, Image generation and segmentation using deeplearning like deeplab, u2net and so on. I have checked your links very carefully, so I am confident in your work, and can fine tune GPT-3.5 with your own data. I am excited about the opportunity to contribute to your project. My passion for emerging technologies, combined with my strong technical skills, make me a valuable asset to you. Thank you for considering my application. I look forward to the opportunity to discuss how I can contribute to your success. Sincerely
$2 500 USD në 3 ditë
5,0 (2 përshtypje)
3,2
3,2
Avatari i Përdoruesit
Hello Nathaniel A. After checking the job posting - Python Script for Face/Object Detection & Video Splitting, I felt that your project was similar to one I had worked on before. I have undertaken similar projects to ensure I can provide you with satisfactory results. I can start your project right away and you would be interested in discussing the project details. Thank you for taking the time to review our letter. I look forward to hearing from you regarding further steps. thank you Paulo
$1 500 USD në 10 ditë
5,0 (1 review)
2,6
2,6
Avatari i Përdoruesit
Hello Nathaniel A. how are you? Thank you for your job posting. I read your project, "Python Script for Face/Object Detection & Video Splitting" description carefully and got interested. As a senior full-stack engineer, I am sure that I can provide you the best result. I have hands-on experience in Machine Learning (ML), Software Architecture, Facial Recognition and Python. I'd like to share my experience with a similar project and discuss more about this project in detail. I don't like to ramble like other developers in proposal. Looking forward to working with you. Best Regards, Darko Djokic
$1 500 USD në 7 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
As an experienced software developer and entrepreneur with a strong focus on Python development, I am confident in my ability to complete your project to the highest standard. My extensive skill-set and flexible mindset align well to meet the multifaceted needs of your task. With my understanding of software architecture, I appreciate the need for resilient scripts that can gracefully handle any unexpected inputs or situations, as you've rightly expressed. Over my 8-year career, I have racked up substantial experience in developing and implementing robust and scalable applications across diverse industries, including SAP and Oracle Partner firms. My experience with big data also plays perfectly into this project's requirements of processing large volumes of images and videos. Trust me to develop a script that not only renames photos but also utilizes information such as object positions and timestamps to accurately identify when new attempts start - no quitting or skipping when faced with atypical inputs.
$1 500 USD në 1 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
Hello Nathaniel A. I've read your project description carefully and I'm very glad to submit my proposal to this interesting project. I'm an expert full-stack developer which have 6+ years of experience on Python, Software Architecture, Machine Learning (ML), Facial Recognition. With years of experience in software development and a passion for creating innovative solutions, I'm confident in my ability to help drive the success of your business. Beyond the technical expertise, I'm an excellent problem solver and have strong communication skills. I'm also a friendly and easy-going team player who is well-respected by industry-leading companies and customers. Please come over chat and discuss your requirement in a detailed way. Best Regards.
$2 300 USD në 7 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
We would like to grab this opportunity and will work till you get 100% satisfied with our work. We are an expert team which have many years of experience on Python, Software Architecture, Machine Learning (ML), Facial Recognition
$2 300 USD në 7 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
Hi, As you can see my profile, my skills consist of Web and Blockchain development. I am an expert Java developer which have over 10 years of experience on Python, Software Architecture, Machine Learning (ML), Facial Recognition. With years of experience in software development and a passion for creating innovative solutions, I am confident in my ability to help drive the success of your business. Beyond the technical expertise, I am an excellent problem solver and have strong communication skills. I am also a friendly and easy-going team player who is well-respected by industry-leading companies and customers. If you are interested in me, please contact me and let's discuss more about the project. Regards
$2 300 USD në 7 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
Hello Nathaniel, I understand that you are looking to enhance your existing object detection model by incorporating scripts for image and video processing at a sports event. I propose to develop three independent scripts for your project: 1. Image Renaming Script: This script will rename images in an input folder by adding attempt numbers based on clues such as timestamps, object positions, and individuals in the image. 2. Athlete ID Tagging Script: A script to assign and store athlete IDs in a local database, ensuring accurate tagging of athletes in both photos and videos. 3. Video Trimming Script: This script will trim videos based on the count of attempts present, utilizing information from the ML model to identify key events efficiently. With my expertise in Python, software architecture, and machine learning, I am confident in delivering robust and bug-proof scripts that will enhance your data processing capabilities. Effective communication and continuous feedback will be maintained throughout the project to ensure your requirements are met. Best regards, Itahand Naizir
$3 000 USD në 30 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
❤️❤️Hi Nathaniel A.,❤️❤️ I am Artur, a seasoned Web Developer with nearly 6 years of experience in Machine Learning (ML), Facial Recognition, Software Architecture and Python. After reviewing your project details, I am confident in my ability to design and develop an Eye-Catching Website aligned with your vision. I am keen to discuss further details and explore how I can contribute to the success of your project. Kindly Hit the Chat Button so that we can have further details to proceed. I look forward to the opportunity to collaborate on this project. Best Regards, Artur.
$1 800 USD në 15 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
I'm Vlasie, and I bring comprehensive skills in machine learning (ML) and Python that can really elevate this project. I've worked on projects with YOLO, Tesseract, Tensorflow and have an intuitive understanding of object detection. My ML expertise will enable me to leverage crucial image characteristics such as timestamps, object positions and even athlete identification to accomplish the intelligent renaming and video splitting tasks with precise accuracy. In addition to my background in software architecture,which is ideal for creating resilient scripts, I'm highly familiar with database management and can construct a streamlined system. As per your second requirement, I can implement an ingenious ID assigning logic by utilizing dedicated athlete repositories that are easily retrievable and editable. My 20 years in web development has endowed me with the ability to quickly troubleshoot issues when they arise, and adapt to unique challenges, ensuring that your scripts keep running smoothly regardless of any "weirdness" they encounter along the way. You need an experienced problem solver like me who can make your script more bug-proof than ever before, and I assure you that's exactly what you'll get. We can start discussing your project immediately!
$2 250 USD në 7 ditë
0,0 (0 përshtypje)
0,0
0,0

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Flamuri i UNITED STATES
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Anëtar që nga tet 27, 2005

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