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Python Script (OOP) for Video noise and sharpness quantification

$10-200 USD

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Disiarkan sekitar 1 bulan yang lalu

$10-200 USD

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I'm looking for a seasoned Python developer with specific experience in image especially video analysis to create a script that can process a full mp4 video and identify the positions of noise in the video. The idea is to scan the video, locate identify the different type of noises and their value and externalize this findings into a json file Key Requirements: - The script (OOP based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... - the time position/time code ... - the data detected ...... - e.g. the sharpness and this should be outputed in a JSON file per video file. Ideal Skillset: - Proficiency in Python - Experience with video processing libraries (like OpenCV, PyAV, or MoviePy) - Experiences with OOP (classes and lists) - Familiarity with JSON output format. Milestones: MS1: provide python OOP module to measure the blurness & sharpness quantification of images and videos data will be written in same filename but with .json as extension we will share you testing images and videos 2 modes required - demo mode with showing the video+persisting the demo video - performance mode, which only processes the data MS2 same as MS1, except now you extract the different noises from the image. Also as json MS3 now detect faces and identify the noises and sharpness/bluryness of the faces. Also as json MS4: rest will be discusses and agreed mutually Budget? will not be disclosed, place your best bid to get considered Payment? - you estimate in a WBS (optimistic, expected, pessimistic, where optimistic < expected < pessimistic) after getting the task - we discuss about clearances and effort - we mutually agree to effort - we assign you the task after mutually agreed - you implement, test and deliver - you provide also unit /integration tests to ensure code is always working - you document each required step to make interaction of systems to work - we test on our premise (you maybe help to fix issues) - we pay (basically the rules of freelancer) Closed book vs open book? We work only on open book. Closed book means you are unwilling to define a WBS for the work and you add only a price tag to the task. We are sorry we will not hire you in such a case! documentation requirements: - well structured - reproducible steps for others - spell & grammar checked coding requirements: - clean code in terms of clean code book - best practices for development (code level documentation, common patterns, OOP as possible) - best practices for agreed and choosen libs/frameworks - classes are reusable for later extensions and reuse options (after MS4) Deliveries? - in our on premise git (access will be granted to you) - full sources (NO! Jupyter Notebook) - multiple samples of videos will be shared via URL to download - bash to build & run your code - poetry build - latest stable python version - libs, need prior confirm and we prefer to use mostly latest stable versions - your code is working on our end too - your code passes our CI build (with provided maven [login to view URL] can be checked) - you may require to help us here on setup - we require, depending on availability and on complexity 2-4 weeks test time per milestone. Usually clearly less
ID Projek: 38008107

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28 pekerja bebas membida secara purata $251 USD untuk pekerjaan ini
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Hi Darko, As an experienced Python developer specializing in image and video analysis, I'm equipped to tackle your project's needs. With expertise in libraries like OpenCV, I can craft an OOP-based script to process MP4, MKV, or MOV videos on both Windows and Linux. My proposed milestones include building modules for blurriness/sharpness quantification, noise detection, and face recognition. Each milestone will deliver JSON outputs for easy analysis. Following your preferred payment structure and documentation guidelines, I ensure clean, well-documented code that adheres to best practices. I'm committed to delivering reliable, tested solutions on time. Let's discuss further and work together. Please note that this is a placeholder proposal, we can be more specific once we get all the requirements and information required to execute the project.
$200 USD dalam 3 hari
4.9 (35 ulasan)
6.6
6.6
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Hi , I'm sure that I can do this job. I'm artificial intelligence engineer experienced in Computer Vision, Digital Image Processing, Data Science, Machine/Deep Learning. I have accomplished many projects like yours, Also I will arrange with you to have a session to provide full illustration for you. Feel free to contact me for further details because I am looking forward working with you. Thanks
$250 USD dalam 5 hari
4.9 (43 ulasan)
5.8
5.8
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Hello Sir. My core skill is in OBJECT DETECTION, TRACKING and COUNTING. I have expert skill in image processing which detect object and count object from image and video. I have full experiences in this project with my full knowledge of ML/DL which train annotated image and predict base on trained model. After that I will count number of object with some back processing using opencv. I am sure this project and I can finish this task with high quality. Please send me message to discuss your project in more details. Thanks.
$105 USD dalam 1 hari
4.8 (15 ulasan)
5.3
5.3
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With a strong team of 75+ skilled developers, F(x) Data Labs is exactly what you need to deliver this project effectively and efficiently. Over the years, we've specialized in Artificial Intelligence, Machine Learning, and Full Stack Development – exactly the skillset you need for this Python script project, especially with the use of libraries like OpenCV, PyAV, or MoviePy. We understand the importance of thorough testing and strive to ensure that our code is always working. We go beyond just completing the task; we provide unit/integration tests to guarantee functionality, document each step to make interactions work easily, help fix any issue that may come up during testing on your premises and deliver well-structured, reproducible steps for others to follow. Additionally, our familiarity with JSON and OOP will ensure that we give you neat reusable classes which will not only be suitable for current requirements but also future extensions and reuse options ( even post MS4). We take pride in adhering to clean code practices & work diligently to include comment-level documentation as well as patterns. Let us not forget, we define WBS for work so you are an open book client. Working with F(x) Data Labs means easy collaboration and progress, as set by you! Hiring us guarantees top-notch work delivered on time. Note: This estimate is tentative in terms of both time and rate. It is subject to change based on the specific requirements and timeline provided.
$200 USD dalam 7 hari
4.9 (5 ulasan)
4.2
4.2
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Drawing on my extensive experience in Machine Learning, Deep Learning, Artificial Intelligence and Data Science, I am confident that I possess the necessary skills to successfully deliver your project. My expertise is rooted in Python coding – a language which you specifically requested. Within this language, I have done substantial work with OOP-based video processing libraries such as OpenCV and MoviePy. This has positioned me well to deliver on milestones 1-3 of your project seamlessly. Furthermore, my approach to project management aligns closely with your defined structure. Starting with competitive bidding and working together to establish clear communication and agreement, I always aim to align our goals and vision before commencing any task. I understand the importance of clean code practices, structural documentation and professional coding conventions; hence, your special requirements will be well met. Finally, my commitment to excellent end-to-end solution delivery is evident in my insistence on payment only upon satisfaction. This underscores my dedication to meeting your requirements efficiently and effectively. Together, let us bring clarity to the signals, sharpness levels, noise types and their values captured in your videos by transforming them into a structured JSON format!
$10 USD dalam 7 hari
4.9 (29 ulasan)
4.4
4.4
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As a seasoned Python developer with over five years of experience, I bring to the table substantial expertise in image and video analysis that is perfect for your project's requirements. My mastery of OOP and Python libraries like OpenCV, PyAV, and MoviePy allows me to create efficient and robust scripts. To cater to your particular needs, I will engineer a script capable of handling various video formats (mp4, mkv, mov) for both Windows and Linux systems. For the completion of each Milestone, my approach not only lies in delivering a working product but also focuses on ensuring code quality and thorough testing. In line with your documentation standards, I will provide detailed explanations of necessary steps taken throughout the entire process- making it easily reproducible by others. My focus is entirely open book - meaning that I'm entirely willing to work on clearly defined WBSes in exchange for a fair price; clarity is crucial to a successful collaboration. Furthermore, my excellent time management and full-time availability guarantee that I can allocate enough time per milestone without any compromise on quality or timeliness. Choose me for this project for an end-to-end meticulous implementation, comprehensive documentation, unit/integration tests for code assurance.
$100 USD dalam 3 hari
4.9 (6 ulasan)
4.1
4.1
Avatar Pengguna
Hi there,Good afternoon I am Talha. I have read you project details i saw you need help with Python, OpenCV, Object Detection and Object Oriented Programming (OOP) I am pleased to present my proposal, highlighting our extensive experience and proven track record in delivering exceptional results. Our portfolio of success will showcase past projects that demonstrate our ability to meet and exceed client expectations. Glowing testimonials from satisfied clients will attest to our professionalism, dedication, and the quality of our work Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Thanks for considering my proposal. I'm eager to collaborate and contribute to your project's success. Let me know if you need any more information. I will wait for your text to discuss the project in further detail. Regards. Talha Ramzan
$10 USD dalam 10 hari
5.0 (3 ulasan)
3.8
3.8
Avatar Pengguna
I am experienced Python developer with process a full mp4 video and identify the positions of noise in the video. I can quickly develop a solution for details of the signal, the different type noises, the common ratios and finally the values and reading a video in mp4, mkv, mov format and ensure its functionality meets your urgent needs. I have strong communication skills and can work effectively under tight deadlines. Let's discuss further details and cost.
$200 USD dalam 7 hari
5.0 (5 ulasan)
3.3
3.3
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===============Here is a skillful python expert=============== Hi, how are you? I have read your description and understood your proposal. I have rich experience in python for deep learning and machine learning for 6 years. I have completed many projects using tensorflow, pytorch, theano, caffe and so on. I will use transfer learning by pre-trained model to complete your project. I can help you sufficiently and you will get good result. Please discuss more details via private chat. Thanks.
$100 USD dalam 3 hari
5.0 (4 ulasan)
3.2
3.2
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Yes I have read your project and understood requirements but have some doubts. please message me so we can discuss in detail. i am ready to start work
$105 USD dalam 7 hari
4.4 (7 ulasan)
3.4
3.4
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Hello Darko P., I am Sadat Saeed, a Python developer with 8 years of experience. I have carefully read the project requirements for creating a Python script using Object Oriented Programming for video noise and sharpness quantification. I will utilize Python, OpenCV, and OOP principles to analyze the video, identify noise, and output the findings in a JSON file. Please review my portfolio https://www.freelancer.ca/u/DGM999 and let's discuss further. Best regards, Sadat Saeed
$110 USD dalam 3 hari
5.0 (2 ulasan)
2.9
2.9
Avatar Pengguna
I understand the project requirements for developing a Python script for video analysis with extensive noise and sharpness quantification. As a Python developer, I have a robust understanding of video analysis libraries like OpenCV, PyAV, and MoviePy- and their compatibility with major platforms including Windows, Linux, and macOS. This allows me to build an adaptable solution that caters to varied user preferences. Having already successfully written OOP-based modules for blurness/sharpness quantification in videos as well as extraction of different noises from videos (both outputted as JSONs), I'm more than equipped to handle MS1 and MS2. My proficiency in clean coding, well-structured documentation ensures the code and steps are easily understandable by others and is simply reproducible thereby following the best practices you desire. Understanding the need for thorough testing and validation post-development, I provide comprehensive unit/integration tests that ensure the stability and error-free operation of the code at any given time. To top it off, my experience extends to MS3 where not only do I incorporate facial detection but also identify noises/noise values alongside analyzing their sharpness/bluriness in faces - once again properly documented in JSON format. Deliverables will include full sources on our premise git, your code working on your end as well as passing your CI build to ensure its against provided python version or libs or frameworks.
$200 USD dalam 7 hari
5.0 (5 ulasan)
2.9
2.9
Avatar Pengguna
Hello, Darko P., Thank you for posting the job "Python Script (OOP) for Video noise and sharpness quantification". With my extensive experience in software development, I am confident that I can deliver perfect results for your business. I have a deep understanding of the field you mentioned and have successfully completed projects of similar complexity in the past. I am available to start immediately and can assure you of high-quality work delivered with speed and efficiency. Given the opportunity to work on this project, I am committed to exceeding your expectations. I'd like to discuss further details about your project in a brief call or chat soon. Looking forward to working with you! Best regards, Derek
$120 USD dalam 2 hari
4.2 (1 ulasan)
1.2
1.2
Avatar Pengguna
Hello, Darko P. I am very interested in your project "Python Script (OOP) for Video noise and sharpness quantification" and I believe that my skills and experience make me a strong candidate for this job. I am proficient in Python, Object Detection, Object Oriented Programming (OOP) and OpenCV and am committed to delivering results that exceed your expectations. I am confident that I can deliver high-quality work within the specified timeframe. I am available to start immediately. Please feel free to contact me to discuss the project in more detail. Best regards, Ihor
$105 USD dalam 3 hari
0.0 (0 ulasan)
0.0
0.0
Avatar Pengguna
❤️❤️ Hello Darko P. ❤️❤️ Thank you for considering my bid. After carefully reviewing your project description, I am confident that I can complete your project-Python Script (OOP) for Video noise and sharpness quantification within the given time frame. I have expertise in Object Detection, Object Oriented Programming (OOP), Python and OpenCV and have completed similar projects in the past. I would be happy to share my previous work with you over chat. Please let me know if you would like to discuss further details and collaborate with me on this project. Thank you for your time. Artur
$120 USD dalam 2 hari
0.0 (0 ulasan)
0.0
0.0
Avatar Pengguna
Dear Darko P. This project seems a very fit work for me. I had done exactly the same work a month ago. I would like to grab this opportunity and will work till you get 100% satisfied with my work. I have many years of experience on Python, OpenCV, Object Oriented Programming (OOP), Object Detection Lets connect in chat so that We discuss further. Regards
$95 USD dalam 7 hari
0.0 (0 ulasan)
0.0
0.0
Avatar Pengguna
With over 8 years of experience as a Full Stack developer, I've gained extensive proficiency in Python, making me the perfect candidate for this project. I have strong familiarity with video processing libraries such as OpenCV and MoviePy, and this particular project aligns perfectly with my skillset. I have an in-depth understanding of OOP principles and applying them to classes and lists which will be leveraged to develop a clean, structured, and extendable script for video noise and sharpness quantification in multiple formats. Furthermore, my work on more than 100 projects across various domains has trained me to write well-documented, reproducible code that adheres to best practices in development. Lastly, I want to stress my commitment toward delivering high quality outputs even after the completion of a project. From making sure the code is working on your premise too - which includes testing & bug-fixing on your infrastructure - to providing unit/integration tests for future usage, I'll cover all aspects of professional coding here. My ultimate goal is not just a temporary solution but preparing a robust foundation that can be built upon if required post-MS4.
$135 USD dalam 7 hari
0.0 (0 ulasan)
0.0
0.0
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Dear Client. I am very pleased to bid on your project with great confidence. I feel This project really was designed for me. Here's why First of all, this project is scalable. This means that you are great. It is my wish to work with a great CEO. Secondly, I have the perfect skill set for this project. Thirdly I can work full time and honesty and responsibility for the project are my strengths and development rules. I would like to reiterate that I am suitable for this project and would like to work with you in the long term. I would like to have a specific discussion with you through a conversation. Thank you.
$105 USD dalam 7 hari
0.0 (1 ulasan)
0.0
0.0
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Subject: Proposal for Accelerated Video Analysis Project Dear Client, I hope this message finds you well. I am writing to express my interest in taking on your video analysis project focusing on image and video processing. I have carefully reviewed your requirements and am confident in my ability to deliver exceptional results within the specified timeline. The objective of this project is to conduct comprehensive image and video analysis incorporating tasks such as image sharpness enhancement, noise detection, and face detection with detailed analysis. Why Choose Me: Expertise: I possess the requisite skills and experience in image and video processing technologies to ensure the successful completion of this project. Efficiency: With a streamlined workflow and attention to detail, I can expedite the delivery of high-quality results without compromising on accuracy. Collaborative Approach: I prioritize effective communication and client feedback, ensuring that your vision is realized throughout the project lifecycle. Budget and Deliverables: I am excited about the opportunity to collaborate on this project and contribute my expertise to achieve your objectives effectively. Should you have any questions or require further details, please do not hesitate to contact me. Thank you for considering my proposal. I look forward to the possibility of working together and delivering outstanding outcomes. Warm regards, SAI AKHIL
$105 USD dalam 2 hari
0.0 (0 ulasan)
0.0
0.0
Avatar Pengguna
Hi I can knock this out of the park for you. I absolutely guarantee I can accomplish the development of your project on-time, and on-budget. With over 10 years of experience as a full-stack developer, I am confident in my ability to deliver a professional and user-friendly results that meet your requirements. My expertise includes Object Detection, Object Oriented Programming (OOP), OpenCV and Python. Specially I did complete very similar projects as same as you want.... I'm ready to start from now on. Sincerely, Lukas
$100 USD dalam 3 hari
0.0 (0 ulasan)
0.0
0.0

Tentang klien

Bendera GERMANY
Herrenberg, Germany
5.0
56
Kaedah pembayaran disahkan
Ahli sejak Mac 13, 2016

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