Project Overview: We’re looking for an experienced developer to build a fully automated, cloud-hosted system that transforms plain “ghost mannequin” photos of our products into five unique, styled images on a consistent model. The solution must be easy to scale up or down in the cloud as our image-generation needs fluctuate.
What You’ll Deliver: - Automated Garment Extraction: Take front/back mannequin photos and isolate the clothing items.
Accessory & Styling Selection: -For each garment, automatically pick matching shoes, bags, jewelry - and for tops, also bottoms- so that each outfit looks cohesive. Accessories are optional if none make sense.
Pose, Hair & Makeup Variation: - Generate five distinct, natural full-body shots per product with different poses, hairstyles, and make-up looks drawn from a preset library.
Consistent Model & Background: - Ensure the same slender model appears in every image, head-to-toe, set against a seamless white backdrop.
High-Resolution Output: - Produce JPGs at 1801×2600 pixels, ready for our online store.
End-to-End Orchestration & Scaling: - Wire everything together so that uploading a new product triggers the entire flow automatically. Deploy in the cloud with auto-scaling of compute resources (GPUs) to match demand.
Key Responsibilities: - Design and implement each stage - from garment isolation through final image delivery - so there’s zero manual intervention. - Create and manage libraries of poses, hairstyles, and make-up styles. - Build logic for selecting and matching accessories based on product type and style. - Integrate an AI-based image generator that applies the clothing and styling to the model. - Set up automatic workflows that start when a new product image arrives, handle retries/failures, and notify on errors. - Deploy and operate the solution in the cloud, ensuring it can easily spin up GPUs or other resources as needed. - Provide monitoring and simple dashboards so we can track progress and spot issues.
What We’re Looking For: - Proven experience building automated image-processing or AI pipelines - Strong background in generative AI for images. - Comfort with setting up cloud-based workflows and auto-scaling compute resources. - Familiarity with end-to-end deployment: triggering on new inputs, handling retries, and updating databases or storage with results. - Excellent Python development skills and ability to integrate multiple services into a single automated flow. - Clear communication in English and ability to document design and operation steps.
Pacote de artes gráfica Category: Brochure Design, Corporate Identity, Graphic Design, Logo Design, Photoshop Budget: $250 - $750 USD
15 Aug 2025 21:59 GMT
Leads for business Category: Email Marketing, Facebook Marketing, Marketing, Social Media Marketing Budget: £20 - £250 GBP
15 Aug 2025 21:59 GMT
Padel Court Walkways 3D Concepts Category: 3D Animation, 3D Design, 3D Modelling, 3D Rendering, Architectural Visualization, AutoCAD, SketchUp Budget: $30 - $250 USD
15 Aug 2025 21:59 GMT
French to English Translation Specialist -- 2 Category: Business Writing, Editing, English (UK) Translator, English (US) Translator, English Translation, French Translator, Language Tutoring, Translation Budget: $8 - $15 USD
15 Aug 2025 21:58 GMT
Moms' Community Website Development Category: Chatbot, CMS, Graphic Design, HTML, PHP, User Interface / IA, Web Development, Web Design Budget: €30 - €250 EUR
15 Aug 2025 21:58 GMT
STM8S Firmware Development for Fan and LED Category: C, Programming, Debugging, Electrical Engineering, Electronics, Embedded Systems, Microcontroller Budget: $30 - $250 USD
15 Aug 2025 21:57 GMT
Real-time Web Socket for Trading Category: API Integration, C, Programming, C++, PHP, Software Architecture, Web Application, Web Development, Web Services Budget: ₹12500 - ₹37500 INR
15 Aug 2025 21:46 GMT
Restore Website from WayBackMachine Category: Data Extraction, HTML, PHP, Web Development, Web Scraping, Web Design, Website Management, WordPress Budget: $30 - $250 USD
Scenic Café Menu Strip Animation Category: 2D Animation, 3D Animation, 3D Modelling, Adobe Premiere Pro, After Effects, Animation, Blender, Video Production Budget: ₹12500 - ₹37500 INR
