AI-Driven Image-to-PSD Textile Processor

@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

@Fantasygraph

I am very much efficient to work on Surface Textile pattern Design, , I have read your project description, & understand IT.. . I can help you with your design task which you are looking. . Please review my portfolio https://www.freelancer.in/u/Fantasygraph for better understanding with more better clarification. I have worked lot of satisfactory clients and still continue with them with lot of project activities. I am always available to quick with quality base deliverable work. Thanks

@devanshkhandekar

Hi,I am a seasoned Applied ML Engineer(6+ yoe) & I can help you take your Image -> Layered PSD idea from MVP to a production-ready pipeline with clear milestones & measurable accuracy targets Approach: Phase 1: Baseline pipeline (works on many studio-quality inputs) >>High-res safe ingest (tiling + multi-scale so 300DPI images don’t break memory) >>Person/garment segmentation(human parsing + clothing segmentation,SAM-assisted for refinement) >>Inside-garment decomposition: -print/pattern regions(SAM proposals + merge rules) -color region grouping(superpixels + clustering/learned embeddings) -optional shadow/highlight layers(best-effort intrinsic/relighting-style separation) >>Layer assembly: clean masks (edge de-noise, halo removal, overlap rules),named layers >>PSD/PSB export(pixel layers + alpha masks) with a consistent layer schema Phase 2: Accuracy hardening >>Error analysis dashboard >>Domain tuning using your “approved outputs” (fine-tune segmentation / add heuristics per garment type) >>Optional human-in-the-loop review UI for edge cases Relevant experience: >>Built production CV pipelines:segmentation + attribute extraction + QA & shipped them behind APIs with logging/monitoring >>ImplementedOCR/scene-text detection/mapping workflows & robust post-processing If you share 20–50 real input photos + define what “editable PSD” means (pixel layers vs effects), I’ll propose concrete milestones + acceptance tests for accuracy, speed & PS compatibility

@SahilRao1247

As you browse my profile, you'll notice we may not have many textile-specific projects under our belt. However, I believe that our experience with 3D modeling and graphics design aligns perfectly for your needs. Having worked on several projects demanding high precision such as digital advertising, product design, and architectural visualization, our team has honed the skills in clustering techniques, clean edge extraction, and maintaining fidelity to maintain the highest possible accuracy. Partnering with us ensures not just a 'demo-level' solution but rather an innovative yet fully industrialized system that deploys state-of-the-art approaches like SAM or other advanced segmentation models that guarantees superior results. Plus, in the rare event of any complexity arising from large files handling or high-resolution images quality preservation, our comprehensive team is adept at resolving issues promptly.

@abdf2010

Hey, I liked your project, AI-Driven Image-to-PSD Textile Processor and believe I can help you with the project. With my background in Graphic Design, Photoshop, CAD/CAM, I'm confident I can meet your requirements. Would be glad to go over specifics if you're interested.

@prakashk300

Hi! I'm a Computer Vision and ML Engineer with 4+ years of experience in Python, PyTorch, image segmentation, and PSD file generation — this project is very well within my capability. Here's my approach for the AI-Powered Textile Design Processing Tool: - Segmentation: Use SAM (Segment Anything Model) + custom-trained CNN to detect and isolate fabric regions, patterns, textures, colors, and design elements from 300 DPI high-res garment images - Layer Extraction: Map each segmented component to a named Photoshop layer (fabric, pattern, color, motif, model, background) - PSD Generation: Use Python's psd-tools / psdwriter library to programmatically build structured, fully editable PSD files - Scalability: Batch processing pipeline, GPU-accelerated inference, optimized for large file sizes - Quality: Validate output against provided reference images using IoU/Dice scoring - Tech Stack: Python, PyTorch, SAM, OpenCV, psd-tools, FastAPI I can deliver a working prototype on 2-3 sample images within 5 days. Let's connect to review your sample images!

@Shonali1406

Hello, With 13+ years of experience in full-stack development, machine learning, and image processing, I specialize in building production-ready AI systems. My core skills include: Computer Vision & ML: Image segmentation, SAM, clustering techniques, pattern/color separation Image & Graphic Tools: Photoshop automation, PSD layer generation, CAD/CAM integration Backend & Deployment: Scalable pipelines, high-resolution image handling, clean code Deliverables you can expect: Accurate segmentation and mask generation for garments, patterns, and colors High-fidelity layered PSD outputs, fully editable and properly named Optimized processing pipeline for large, high-resolution images Why hire me: I deliver precise, scalable AI-driven solutions. Let’s collaborate to bring your textile design system to production-ready perfection.

@Poriya07

Your AI-Powered Textile Design Processing Tool project resonates with our expertise in AI, image processing, and machine learning. Our approach includes leveraging advanced segmentation models for accurate mask generation and implementing clustering techniques for pattern and color separation. We'll deliver fully editable layered PSD files and high-precision image processing. Together, we can revolutionize the textile industry.