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Build an Image Preprocessing Module for a Cloud-Based 3D Model Pipeline

Open
Polymuse
Polymuse
Surrey, British Columbia, Canada
Pro Nag
Co-Founder
(3)
4
Project
Academic experience
120 hours of work total
Learner
Anywhere
Advanced level

Project scope

Categories
Cloud technologies Information technology Software development Machine learning Artificial intelligence
Skills
3d modeling application programming interface (api) microsoft azure google cloud platform (gcp) 3d scanning serverless computing 3d reconstruction azure logic apps technical report azure ai studio
Details

Objective:

The goal is to create an automated backend pipeline that takes 2D images as input and generates a 3D model as output, using tools available in Google Cloud or Azure. This will support scalable backend infrastructure for our 3D scanning solution. We will provide the cloud service access.


Tasks & Activities:

  • Research available APIs and ML tools on Google Cloud (Vertex AI, Cloud Functions, Storage) or Azure (AI Studio, Logic Apps).
  • Decide the cloud service discussing with us and we will provide you access to that cloud service.
  • Design a pipeline architecture that automates image preprocessing, 3D reconstruction, and storage.
  • Implement the backend using serverless functions or containerized services.
  • Test the pipeline with sample datasets.
Deliverables

Deliverables:

  • A working cloud-based pipeline deployed on GCP or Azure given by us.
  • A flow diagram of the pipeline architecture.
  • Sample inputs and outputs (at least 3 sets).
  • README documentation with deployment and usage instructions.
Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

About the company

Company
https://Polymuse.tech
Surrey, British Columbia, Canada
2 - 10 employees
It & computing, Marketing & advertising, Retail, Technology
Representation
Women-Owned BIPOC-Owned

Polymuse is an all in one platform that lets e-commerce businesses create stunning 3D models and virtual try-ons using just a smartphone. It simplifies 3D content creation and empowers businesses to enhance customer engagement, boost conversions, and reduce returns.

Polymuse offers seamless integration with e-commerce platforms and supports multiple export formats for maximum versatility. Designed for retailers, marketers, and entrepreneurs, Polymuse is your ultimate tool for transforming online shopping experiences.

We a bootstrapped startup in canada.