Upwork is hiring a Create virtual try-on model based on conditional diffusion with the quality of Outfit Anyone - Contract to Hire

Hi! We're seeking a skilled and talented Machine Learning Specialist with a good understanding of backend architecture and preferably full-stack development experience to create the virtual try-on. model for clothes. The objective is to reach quality of OutfitAnyone model of virtual try-on (https://humanaigc.github.io/outfit-anyone/). You will be responsible for developing and implementing a virtual try-on system based on the conditional diffusion model, enabling users to visualize garments and complete outfits seamlessly on their own images.

Key Responsibilities:

Available Models Research:

- Analyze and understand the existing OutfitAnyone model, particularly its conditional diffusion model architecture.

- Analyse open-sourced VTO models based on diffusion and GANs and their possible implementation in the project .

Garment Image Transfer:

-Develop algorithms for the accurate and seamless transfer of garment images (upper, lower garments, and full outfits) onto users' images, considering factors such as pose, lighting, and user-specific characteristics.

Outfit and Individual Garment Support:

-Design and implement the model to work seamlessly for both complete outfits and individual garments, providing a versatile and comprehensive virtual try-on experience.

- Further Integration:

Collaborate with software engineers to integrate the virtual try-on model into API and plugins, ensuring compatibility and optimal performance.

Qualifications:

- Proven experience in developing and implementing machine learning models, with a focus on computer vision and deep learning.

- Expertise in diffusion models and GANs.

- Strong programming skills in languages such as Python and proficiency with deep learning frameworks (e.g., TensorFlow, PyTorch).

- Experience with data preprocessing, augmentation, and model optimization techniques.

We believe in recognizing and rewarding exceptional talent. As a Machine Learning Specialist working on this project, you are not just contributing to a project; you are shaping the future of our company. Upon the successful implementation of this project, there is an exciting opportunity for you to transition into a leadership position within our tech startup.