Custom DeepFaceLive RTM Model

@azraazeen9

With over a decade of experience in diverse fields like engineering, architecture, and AI, I believe I am uniquely qualified to handle your deep learning requirements. I have a solid background in 3D modelling, rendering and face-swapping using DeepFaceLive - skills that are directly aligned with your project needs. My grasp over programs like Autocad, 3dmax, Maya, and Blender enables me to approach this work with the utmost precision and efficiency. Furthermore, my fluency in English ensures clear communication throughout the project timeline. I recognize the importance of real-time performance and clean, artifact-free results in media production: they mirror my own professional standards. My broad expertise will come in handy when dealing with different angles and challenging lighting scenarios as highlighted by your data specifications. Though my background primarily lies in architectural designs and 3D renderings, my proficiency in AI gives me the edge that can resonate with your niche entertainment and media production requirements. Your satisfaction and the quality output is highly prioritized in my work ethos. My proven exposure to working with multiple software tools and ensuring problem-free final assets delivery makes me the optimum choice for your Custom DeepFaceLive RTM Model project.

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@rvwebfreelancing

Hi there! We can develop a custom DeepFaceLive RTM model optimized for stable real-time face swapping with natural expressions and high visual fidelity. Careful dataset preparation, face alignment, model training, and RTM optimization are essential to minimize artifacts, improve tracking stability, and achieve consistent real-time performance across varied lighting and head poses. Our team specializes in AI model development, DeepFaceLive, DeepFaceLab, computer vision, and real-time inference workflows. Questions ✅ Do you need a new RTM model trained from scratch or refinement of an existing one? ✅ Approximately how many source images or videos are available for training? ✅ Do you require the trained model only or assistance with deployment and testing? Check portfolio: www.freelancer.com/u/rvwebfreelancing/animation-15015-3 We will answer all questions and ensure a professional, smooth project process. Ready to begin. Buildtrix Studio

@sahildogra222

Hey, You are looking for Custom DeepFaceLive RTM Model "Lets Gets Started, I know you have several tempting proposals here, but I guarantee you to be impressed by my work. I have various skills in design, Illustration, Photoshop, Graphic Design, Logo Design and Illustrator. If you give me this chance you will be impressed, because I guarantee that I will meet your expectations. I invite you to get a look at my portfolio You Can see it from here : https://www.freelancer.com/u/sahildogra222 If you have any questions or queries, do not hesitate to contact me. I hope to start working with you. With regards! SAHIL

@OlektraGroup

Hi, I can build your high-fidelity .dfm model using a specialized RTM workflow to ensure seamless, artifact-free swaps. I recently delivered a custom facial liveness CNN and an ONNX-converted face-swap pipeline, handling similar dataset curation and lighting variability. **Technical Approach:** I will initialize from a high-quality SAEHD pre-train, focusing on a 320px resolution for the RTM model to maximize cross-profile fidelity. I’ll prioritize masking and color-transfer optimization during the final training phase to ensure stability in dynamic lighting. I guarantee data privacy and a production-ready swap demo for your approval. You can view my previous work on facial recognition and model optimization in my portfolio. Do you have a specific GPU architecture or target framerate requirement for the real-time deployment environment?

@ssumitkumar7800

With my comprehensive proficiency in 3D modelling and rendering alongside my experience handling video production and editing, I am thoroughly equipped to tackle your Custom DeepFaceLive RTM Model project. Despite being relatively new to this platform, I assure you my skill set is not green. I have honed my talents through numerous works in diverse areas including graphics, website design and development, 2D/3D animation, and more.

@XRProConnect

Hi, Aashiq here from Cape Town, South Africa. This project instantly caught my eye, so I had to reach out. I see you’re looking for a single-identity DeepFaceLive model trained with a “Ready-to-Merge” workflow. Your focus on retaining likeness in dynamic lighting and challenging angles really stands out, and I appreciate your detailed dataset. I’ve helped businesses create high-quality, seamless face-swap solutions that meet specific entertainment needs. My experience with DeepFaceLab ensures I can deliver the results you’re after. Feel free to request samples of my previous projects, and I’ll be happy to share. Based on what you mentioned, here is how we would approach the project: - Start with a solid DeepFaceLab pre-train. - Train until source loss plateaus, ensuring broad-angle fidelity. - Run a demo swap on your test clip for approval. I guarantee clear communication throughout the process and will deliver a user-focused solution optimized for real-time performance without artifacts. Best Regards, Aashiq

@patricko098

GIVE ME 30 SECONDS TO SHOW YOU WHY I'M THE RIGHT FIT FOR THIS PROJECT. I recently completed a custom DeepFaceLive model for a client, achieving a stunning likeness retention even in challenging lighting conditions. The project resulted in a seamless integration on their target video, and the client praised the high quality of the output. With over three years of experience in deep learning and face-swapping technologies, I have successfully delivered multiple high-quality models that prioritize performance and visual fidelity, making my expertise a perfect match for your requirements. I understand your goal of creating a single-identity model that performs flawlessly across various angles and lighting. My approach will focus on thorough training until source loss plateaus, ensuring the best quality before delivering the demo and final model. I prioritize clear communication and swift execution to guarantee long-term success for your project. You'll receive timely updates and opportunities for feedback throughout the process. I am confident that I can deliver an exceptional model that exceeds your expectations. The difference between an average result and an exceptional one is usually decided before the work even begins. Regards, Patricko098

@mssaini1996

As an experienced 3D modeler and motion graphics artist, my team at PrimePixel excels in creating high-impact visual content. Our work emphasis on creative storytelling, digital aesthetics and delivering to clients' satisfaction. For your custom DeepFaceLive RTM model project, we bring not only our specialized skills in 3D modelling and rendering but also extensive experience with AI video technologies like Adobe After Effects and AI Video. We understand the specialized nature of this project and your precise requirements for a single-identity DeepFaceLive model. We are ready to deliver a top-notch solution by training from a solid DeepFaceLab pre-train. We will continue work on the model until the source loss plateaus and broad-angle fidelity is accomplished; this includes several tweak rounds until you are fully satisfied.

@jamesdavidclarke

Hi, I have extensive experience training DeepFaceLab and DeepFaceLive models, optimizing face-swap quality for real-time inference while maintaining strong identity preservation across different poses and lighting conditions. I will begin with a suitable DeepFaceLab pre-trained model, fine-tune it using your curated dataset, and train until the loss stabilizes and facial fidelity is consistent across frontal and profile views. Before delivery, I'll validate the model using your supplied test clip and make refinements as needed to minimize artifacts and improve overall quality. The deliverables will include: - A production-ready DeepFaceLive (.dfm) model - A demo face-swap video using your test clip - Confirmation that all source media has been permanently deleted after project completion - Brief documentation covering the model version and recommended DeepFaceLive settings Typical turnaround is 2–3 days, depending on dataset quality and the number of training iterations required. I also include one refinement round after the initial test to optimize quality if needed. I'm ready to discuss your dataset and begin training immediately. James.

@abhikc01

Hi, I can train a high-quality DeepFaceLive RTM (.dfm) model optimized for strong identity preservation, challenging angles, and mixed lighting. I'll start from a suitable DeepFaceLab pretrain, validate the model on your test clip, and deliver the `.dfm` model along with the demo video. Quick question: is your dataset already cleaned and aligned, or should that be included? Best regards, Abhijeet

@jeanpatrickr8

Hello, I appreciate the opportunity to work on your DeepFaceLive model project. I understand that you need a single-identity model trained with the “Ready-to-Merge” workflow, ensuring high-quality performance even under challenging conditions. With extensive experience in machine learning and specifically in facial recognition technologies, I have successfully trained and deployed DeepFaceLab models for various media projects. My expertise includes utilizing pre-trained networks to optimize model performance, ensuring fidelity across diverse lighting and angles. To achieve your goals, I propose the following approach: - Begin with a solid DeepFaceLab pre-trained model to expedite the training process. - Train the model until the source loss plateaus, ensuring broad-angle fidelity and likeness. - Conduct a test swap on your provided clip to demonstrate the model’s capabilities and secure your approval. - Deliver the .dfm file and a demo swap in your preferred format, along with confirmation of source media deletion. My typical turnaround time for projects of this nature is around 1-2 weeks, including 2 rounds of tweaks based on your feedback. I am eager to deliver a high-quality result that meets your expectations for entertainment and media production. Please let me know if you have any further questions or would like to discuss this project in more detail. Thank you!

@andrem939

Hi there, hope you're doing well. I can create a custom DeepFaceLive model tailored to your specifications, ensuring it performs well in various lighting and angles using your curated dataset. With my background in machine learning and video production, I have successfully developed AI-powered models and applications, including face-swapping technologies. My experience allows me to tackle complex challenges and deliver high-quality results. I will begin by utilizing a strong DeepFaceLab pre-train and meticulously train the model until the source loss plateaus. I will then conduct a demo swap using your provided test clip to ensure the model meets your expectations before finalizing the .dfm file and the demo video. You can expect a thorough process that prioritizes quality and your project’s unique requirements. Looking forward to working with you. Thank you, Andre

@heenafullstacken

I would approach Custom DeepFaceLive RTM Model as a measurable robotics system, with perception, communication, and control validated separately before the complete demonstration. I can develop the ROS/ROS2 package structure, integrate sensors or actuators, build OpenCV/YOLO perception, prepare launch and configuration files, and supply repeatable setup and test instructions. To recommend the right package design, please tell me the ROS distribution, target robot or simulator, available sensors, and the exact behaviour that will mark the project successful. Robotics profile: https://www.freelancer.in/u/heenafullstacken Kind regards, Heena | A Plus IT House

@muhammadaqib53

Hello, I have strong experience with DeepFaceLab/DeepFaceLive workflows, including training single‑identity models with the Ready‑to‑Merge pipeline for real‑time use. I can deliver: A fully trained .dfm file at 224px (or 320px if quality improves). High‑fidelity likeness across broad angles, mixed lighting, and dynamic profiles. A demo swap clip (H.264/ProRes) on your supplied test video for milestone approval. Written confirmation of source media deletion after delivery. Turnaround: Typically 1–1.5 weeks depending on dataset complexity. Tweaks: I include 2–3 refinement rounds to ensure quality. I’ll ensure smooth, artifact‑free real‑time performance suitable for entertainment/media production. Looking forward to collaborating and delivering a polished model. Best regards,

@jeremiasg17

Hello! I've developed a similar DeepFaceLive model that achieved a significant boost in real-time performance and quality, even in challenging lighting conditions. I’d be happy to share the implementation details in chat. For your project, I’d start with a solid DeepFaceLab pre-train and meticulously fine-tune until we achieve optimal fidelity, especially for dynamic angles. Your dataset sounds robust, and I’m confident we can leverage it effectively. To ensure we meet your requirements, could you clarify how important the model's performance is in varying resolutions? If you’re open, I can share my previous builds and we can explore what fits best for your needs.

@alih0706

Are you looking for someone to create a high-quality DeepFaceLive .dfm model with a Ready-to-Merge workflow? I can train and fine-tune from DeepFaceLab pre-trains using your 200–400 curated images and clips for strong likeness, profile accuracy, and dynamic lighting performance. I will provide the final .dfm, demo swap video, and follow your deletion requirements.

@GridsmithLTD

Hello, I reviewed your requirements, and the main challenge is producing a high quality Ready-to-Merge DeepFaceLive model that maintains strong identity consistency across different head angles, expressions, and lighting while remaining stable for real time performance. The training process, pre trained model selection, testing, and final validation all need to be handled carefully so the delivered .dfm performs reliably without requiring additional retraining, and the final demo accurately reflects the model quality. I have worked on similar AI media generation and model optimization projects and can share relevant examples once we connect in chat. Also a quick question, is your dataset already aligned and prepared for DeepFaceLab training, or would you like the preprocessing and dataset cleanup handled as part of the project? Best Regards, Atik

@riyaazt

Hi there. This is an interesting project. Before anything else, one area I'd pay particularly close attention to is the quality of the dataset, as it’s crucial for achieving a high-fidelity model that performs well in varied lighting and angles. With your curated dataset of 200-400 photos and video clips, we can establish a strong foundation. I’ll start from a solid DeepFaceLab pre-train and train until the source loss plateaus, ensuring broad-angle fidelity. I typically include two rounds of tweaks after the demo swap, which I’ll deliver in your preferred format. Turnaround time is usually around 10-14 days, depending on the training progress. Could you clarify the preferred resolution for the demo swap? Looking forward to engaging. Even if we don't end up working together, you'll still walk away with valuable insights from our discussion. Regards, Riyaaz