Optimize IDM-VTON for Faster Image Generation
Budget: $10 – $30 USD
We are seeking an experienced AI/ML developer to optimize the performance of the IDM-VTON (Image-based Virtual Try-On Network) software. The goal is to reduce the image generation time to under 1 minute per image under the following conditions:
GPU: NVIDIA RTX 3060 Ti
Denoising Steps: 30
Provide detailed documentation of the optimizations made.
Include instructions on how to reproduce the results on similar hardware and software configurations.
Requirements:
Proven experience with AI/ML models, particularly in image processing and virtual try-on technologies.
Proficiency in Python and relevant ML frameworks (e.g., PyTorch, TensorFlow).
Familiarity with optimizing GPU performance for machine learning tasks.
Ability to maintain image quality while improving processing speed.
GPU: NVIDIA RTX 3060 Ti
Denoising Steps: 30
Provide detailed documentation of the optimizations made.
Include instructions on how to reproduce the results on similar hardware and software configurations.
Requirements:
Proven experience with AI/ML models, particularly in image processing and virtual try-on technologies.
Proficiency in Python and relevant ML frameworks (e.g., PyTorch, TensorFlow).
Familiarity with optimizing GPU performance for machine learning tasks.
Ability to maintain image quality while improving processing speed.