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[login to view URL] What I need is a small but reliable wrapper that lets me feed an anime clip in one end and pick up a live-action-styled version at the other. Scope of the conversion • Focus is on shifting the overall look and feel from anime to live action; individual character redesigns or separate background passes are not required. • No reference footage is available, so the wrapper should work with the model’s default guidance and whatever strength parameters you expose. Core requirements 1. Accept common video inputs (mp4, mov, mkv) and preserve resolution, frame rate, and the original audio track. 2. Handle frame extraction, batching, and GPU memory management so the Lucy-Edit-Dev-5b checkpoint runs end-to-end without manual intervention. 3. Re-assemble processed frames back into a single clip using FFmpeg (or similar), ensuring temporal consistency—no flicker or dropped frames. 4. Expose a simple CLI command such as: python [login to view URL] --input [login to view URL] --output [login to view URL] --strength 0.7 --seed 42 5. Provide a short README covering environment setup (Python, diffusers / transformers versions, CUDA requirements), example usage, and expected runtimes Acceptance criteria • The script completes a sample without errors and produces visibly live-action styling throughout. • Code is clean, commented, and includes a [login to view URL] or environment.yml. Delivery: source code, README, and one converted sample clip produced by your wrapper.
Project ID: 40187235
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63 freelancers are bidding on average $58 USD for this job

Hi, I am Machine Learning Engineer with 8 years of experience and also have worked with more than 112+ clients. I can build this. Lets connect through chat to know more on requirement in detail
$70 USD in 2 days
6.3
6.3

⭐Hello, I’m ready to assist you right away!⭐ I believe I’d be a great fit for your project since I have solid experience in Python scripting and working with machine learning models, especially for video processing tasks. I can deliver a robust video wrapper that meets your exact needs with clean, well-commented code and thorough documentation. I excel at GPU memory management and video frame batching, which are key to running your Lucy-Edit-Dev-5b model smoothly and reliably. This project will solve your need to convert anime clips to a live-action style automatically, handling all video formats and preserving original quality. By automating the workflow from frame extraction to re-assembly, this tool frees you from tedious manual processing and ensures consistent output without flicker or dropped frames. If you have any questions, would like to discuss the project in more detail, or would like to know how I can help, we can schedule a meeting. Thank you. Maxim
$10 USD in 6 days
5.4
5.4

Hello client, I'm Denis Redzepovic, an experienced developer with expertise in Python and Machine Learning (ML). I have worked extensively on diverse Python projects, ranging from backend development and automation to data processing and API integrations. My deep understanding of Python’s libraries and frameworks allows me to build efficient, scalable, and maintainable solutions. I pay close attention to code quality and performance to ensure your project runs flawlessly. With my solid experience, I’m confident I can deliver results that exceed your expectations. I focus on writing clean, maintainable, and scalable code because I know the difference between 99% and 100%. If you hire me, I’ll do my best until you’re completely satisfied with the result. Let’s discuss your project details so I can tailor the perfect Python solution for you. Thanks, Denis
$65 USD in 1 day
5.4
5.4

Hi there! I understand you're looking for a reliable wrapper to transform anime clips into live-action styled videos while maintaining quality across various video formats. I will develop a robust solution that handles video inputs, manages frame extraction, and reassembles processed clips seamlessly using FFmpeg. This wrapper will feature a simple CLI for user-friendly operation and come with thorough documentation covering setup and usage instructions. With my experience in machine learning and Python, I'll ensure the code is clean, well-commented, and meets your acceptance criteria. Please check my profile for related projects! Regards, Davide
$65 USD in 1 day
4.9
4.9

I'm experienced in developing video processing tools and would love to take on the challenge of creating an Anime-to-Live-Action Video Wrapper for you. I understand the requirements for preserving video quality and ensuring temporal consistency. My expertise in handling frame extraction, batching, and GPU memory management aligns perfectly with your project needs. I am confident in delivering a clean, commented codebase with detailed setup instructions. Let's bring your anime clips to life seamlessly.
$55 USD in 7 days
5.1
5.1

As a seasoned Full-Stack Developer with over 7 years of experience, I've gained an extensive expertise in executing complex projects and ensuring they run smoothly. Your Anime-to-Live-Action Video Wrapper definitely aligns with my proficiencies. Notably, my Python programming skills are highly proficient. This will enable me to manage frame extraction, processing, and re-assembling without any hitches. Furthermore, I can ably wrangle with the technicalities of GPU memory management, preserving resolution and frame rates, and maintaining audio track fidelity during conversion. Given my vast experience in building automated systems for real-time trading on demanding platforms like MetaTrader 4 and 5, TradingView, Alpaca, and Interactive Brokers (IBKR), managing such tasks reliably and autonomously is second nature to me. Additionally, I have a proven record of delivering clean, commented code with comprehensive README documentation. My approach comes with thorough environment setup instructions which will ensure that you can seamlessly navigate through the conversion process using my code even after our engagement concludes. Collaborating with me would bring not just a highly skilled expert into your team but also a partner who commits to delivering superb results consistently.
$50 USD in 3 days
4.4
4.4

Dear Chance B. Chance, I am a Python expert specializing in Machine Learning with a strong portfolio in Python projects. I understand your need for an Anime-to-Live-Action Video Wrapper as outlined in the project description. My experience aligns perfectly with the core requirements of the project, including video input handling, frame processing, GPU memory management, and CLI command implementation. I propose a clear approach to develop a reliable wrapper that seamlessly transforms anime clips into live-action styled versions while ensuring temporal consistency and maintaining resolution, frame rate, and audio track integrity. I guarantee a clean, commented codebase with detailed setup instructions and efficient runtime performance. I am committed to reliable delivery, clear communication, and meeting your expectations. I invite further discussion to delve into the project details and how I can provide a tailored solution for your needs. Best regards,
$55 USD in 7 days
4.4
4.4

⭐ If you award me, your smile shows up ⭐ Hi , Your project immediately stood out to me—it closely matches work I’ve completed successfully in the recent past. The core challenges, structure, and technical requirements are very familiar, with only a few unique elements that align perfectly with my expertise. This is great news for you: it allows me to skip the usual ramp-up time, avoid trial-and-error, and deliver clean, high-quality results quickly and confidently. I bring hands-on experience with Python and Machine Learning (ML), along with proven workflows and best practices refined through multiple similar projects. You can view a directly relevant example in my portfolio here: https://www.freelancer.com/u/thomasb726 I’d be happy to discuss your specific goals in more detail and share tailored ideas based on what has worked best in comparable scenarios. Why clients choose—and continue working with—me: • Clear, proactive communication so you always know where the project stands • Strong respect for your deadlines, budget, and business reputation • Responsive, approachable, and focused on a smooth, stress-free process • Reliable post-delivery support that often leads to long-term partnerships If you’re looking for precise execution, high-quality results, and a dependable long-term partner, I’d love to connect and help bring your project to life. Best regards, Tom
$100 USD in 1 day
3.1
3.1

With over 8 years of proficiency in crafting dynamic web and app solutions, I am confident that my skills are an excellent match for your Anime-to-Live-Action project. My professional journey has equipped me with strong competencies in Machine Learning (ML) and Python, which are perfectly attuned to your core project needs. Having worked on various innovative projects, I have honed my ability to think outside the box and come up with creative solutions - a skillset which I believe will greatly benefit your endeavor. I understand that, at its heart, your project requires a reliable wrapper to adeptly shift anime clips into a live-action aesthetic while preserving important elements like resolution, frame rate and audio track. My deep understanding of ML techniques coupled with proficiency in Python will enable me to design a robust system that meets these core requirements seamlessly. Additionally, my extensive experience with FFmpeg and similar tools will ensure smooth reassembly of processed frames, guaranteeing temporal consistency without any flicker or dropped frames.
$55 USD in 7 days
2.9
2.9

With my expertise in Python, machine learning pipelines, and video processing, I can create a reliable wrapper around the Lucy-Edit-Dev-5b model that converts anime clips to live-action style while preserving audio, resolution, and frame rate. To implement this, the script will extract frames, batch them efficiently to manage GPU memory, run inference with configurable strength and seed parameters, then reassemble the frames with FFmpeg into a smooth output clip, all accessible via a simple CLI command. I can deliver this fully working without issues, as I’ve built similar ML-based video style transfer pipelines, providing clean, commented code, environment setup, and example outputs that run end-to-end on GPU-equipped machines. Regards, Bor
$40 USD in 1 day
2.7
2.7

Welcome to professional Python development services! Hi Chance, I'm Alema, a Python expert programmer who strives for clear code in atmospheric, numerical weather prediction, physics, and all other seminal fields. I'm ready to provide you with high-quality services. I have completed 350+ projects with a 100% Positive Rating. If you are looking for Quality work, look no further. Also, we are a team of professional workers, and we are always available 24/7 to help employers without limitations, and delivery is guaranteed on time. Your faithfully. Eng. Alema Akter
$100 USD in 1 day
2.4
2.4

Hi there, I have 7+ years of experience in Machine Learning (ML), Python and can deliver a clean, reliable solution for your project. I value clear communication and timely delivery, and I’m ready to get started immediately. Let’s connect and discuss your goals. Best regards, Dorian
$55 USD in 1 day
2.5
2.5

Hello, I'm excited about your project on creating a reliable video wrapper that converts anime clips to live-action styled versions. With over 9 years of experience in Python development and machine learning, I have successfully delivered similar projects that required frame extraction, GPU memory management, and integrating complex models. I can start immediately and focus on implementing core requirements such as handling various video formats, ensuring temporal consistency, and exposing a straightforward CLI command. My previous projects required clean, commented code and thorough documentation, aligning perfectly with your acceptance criteria. I am confident in my ability to deliver a robust solution tailored to your needs. Sincerely, Sadam
$100 USD in 7 days
2.5
2.5

Coming from a strong background in full-stack development with a knack for efficiency, I am confident that my skills can deliver exactly what you need for your Anime-to-Live-Action Video Wrapper project. Although my expertise is mainly based around PHP, Node.js, Vue.js, and C#, Python is another language that I have extensive experience in. This diverse skill set allows me to adapt quickly and efficiently to new projects and tasks. In terms of the core requirements for your project, my proficiency with Python will enable me to handle frame extraction, batching, and GPU memory management seamlessly. Moreover, I am well versed with FFmpeg and similar tools for processing frames back into a single clip while ensuring temporal consistency—a crucial aspect you mentioned. The simplicity you're seeking in the CLI command can be achieved without any compromises in functionality. Additionally, I prioritize commenting and clarity in code-writing. You can rely on me for clean, well-documented code along with the detailed README covering everything necessary–from environment setup to example usage. With my approach of exceeding client expectations by delivering high-quality code within deadlines, I am confident in providing an effective, reliable wrapper that will make your anime-to-live-action conversion feel effortless!
$100 USD in 2 days
2.4
2.4

Hello! I can build a Python wrapper for Lucy-Edit-Dev-5b that converts anime clips to live-action style. The script will handle frame extraction, batching, GPU memory, and reassemble the output with FFmpeg, preserving resolution, frame rate, and audio. Includes CLI, clean code, README, and a sample converted clip. Best Regards.
$100 USD in 1 day
2.0
2.0

Hi Chance, I am Vasyl, a developer with 8+ years of experience in React, Angular, Node.js, and Python. I have carefully reviewed your project requirements for creating an Anime-to-Live-Action Video Wrapper. I specialize in backend development using Node.js and frontend frameworks like React and Angular for B2B/B2C SAAS projects. For this project, I propose to analyze the requirements thoroughly, set up an agile development environment, decide on the appropriate tech stacks, design the database schema, and implement backend APIs and frontend pages simultaneously. I will ensure seamless integration and provide daily updates with attention to detail. Let's discuss further details in a chat. Thanks, Vasyl
$50 USD in 7 days
1.6
1.6

Hello there, I have carefully read your project description and I’m confident that I can complete your Python project efficiently and professionally. I have strong experience in developing Python scripts for automation, data processing, and problem-solving. Here’s what you can expect from my work: ✅ Clean, optimized, and well-documented Python code ✅ Fast and reliable performance ✅ Regular updates during the project ✅ On-time delivery and unlimited revisions until you are satisfied I’m ready to start right away and can complete the task within your deadline. Please feel free to share more details about your project so I can tailor the solution perfectly for your needs. Looking forward to working with you! Best regards,
$10 USD in 1 day
1.5
1.5

Hello, I build machine learning solutions using Python to solve real-world problems, focusing on accuracy, explainability, and practical deployment. What I Can Do: - Build ML models (e.g., classification, regression, clustering, forecasting) - Perform feature engineering and data preprocessing - Train, tune, and evaluate models - Select appropriate metrics and validation strategies - Prepare models for production or API integration What I Need From You: - Dataset and problem definition - Target metrics or success criteria - Deployment or usage expectations Let’s create a machine learning solution that delivers real value. Best Regards, Oleh
$55 USD in 7 days
0.6
0.6

I appreciate the opportunity to work on your anime-to-live-action video conversion wrapper. Your need for a seamless pipeline that preserves resolution, frame rate, audio, and handles GPU management aligns perfectly with delivering a well-structured, professional, and user-friendly solution. I will build an integrated CLI tool that automates frame extraction and reassembly with FFmpeg, ensuring temporal consistency and live-action style throughout. I bring strong Python skills, experience with diffusers and transformers, and video processing expertise. I may be new to Freelancer, but I bring solid experience to the table. I’m happy to offer a free call to discuss your project further. Regards, Blaze Nicholas
$45 USD in 14 days
0.0
0.0

Hi, Thanks for your "Anime-to-Live-Action Video Wrapper" project posting. I have read your description carefully and I am sure that I can do this project perfectly. I have 7+ years experience in Machine Learning (ML) and Python. I am very interested in your project and you will get the best result without any stress. Hope to work with you. Best Regards. Boris
$10 USD in 2 days
0.0
0.0

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