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.
Logo Design Category: Graphic Design, Illustration, Logo Design, Photoshop Budget: $30 - $250 USD
05-Nov-2025 05:04 GMT
Branding Banners for Web & Social Category: Adobe Illustrator, Photoshop, Banner Design, Branding, Graphic Design, Logo Design, Web Design Budget: ₹2000 - ₹5000 INR
Guangzhou English-Mandarin Interpreter Category: Business Consulting, Business Development, English Translation, Language Tutoring, Market Research, Project Management, Public Speaking, Supplier Sourcing, Time Management, Translation Budget: $15 - $25 USD
Online Sales & SEO Specialist Needed Category: Amazon, Customer Service, Digital Marketing, Email Marketing, Internet Marketing, Link Building, Marketing, SEO, Shopify, Social Media Marketing Budget: $250 - $750 CAD
General Assistant- Full-time opportunity Category: Book Writing, Copy Typing, Data Entry, Excel, Ghostwriting, Microsoft Access, Microsoft Exchange, Word Budget: £10 - £15 GBP
05-Nov-2025 04:53 GMT
Real Estate Marketing Presentation Category: Article Writing, Business Development, Content Creation, Content Writing, Copywriting, Graphic Design, Marketing, Real Estate Budget: ₹1500 - ₹12500 INR
05-Nov-2025 04:51 GMT
Service-Based E-commerce Site Build Category: ECommerce, HTML, Magento, Payment Gateway Integration, PHP, Shopify, Web Development, Web Services, Web Design, WooCommerce Budget: $30 - $250 NZD
Letter press template for custom wedding stationary Category: Adobe Illustrator, Photoshop, Graphic Design, Illustration, Logo Design, Print Design, Typography, Vector Design, Visual Arts Budget: $10 - $30 USD
05-Nov-2025 04:50 GMT
Power BI KPI Dashboard Category: Data Analysis, Data Modeling, Data Visualization, Excel, Microsoft Access, MySQL, Power BI, Visual Basic Budget: ₹1500 - ₹12500 INR