High-Res Image Enhancement with PyTorch

I am seeking a qualified Python developer with an expertise in computer vision, image processing, and PyTorch, to move forward with this project of image enhancement. The final objective is to obtain high-resolution, more detailed images from lower-resolution image using the method Image Super-Resolution via Iterative Refinement (SR3). Model to be Trained on DeepLesion dataset and also apply intensity scaling if required to get a proper image. Key Responsibilities: - Code the process of converting low-resolution images to high-resolution images utilizing SR3 in a Python notebook. - Train this model using PyTorch on the DeepLesion dataset. We won't focus on any specific subset of images - we want to include all available images in the training process. - If necessary, implement intensity scaling to ensure the highest quality image output. Skills and Experience Required: - Proficiency with Python programming - Experience with PyTorch and image processing and GPU - Knowledge of SR3 method would be a significant advantage - Familiarity with the DeepLesion dataset or similar would be beneficial By enhancing the quality of these images, we anticipate a substantial move towards improved outcomes in our project. The successful candidate should demonstrate success with similar projects, and substantial knowledge of image processing in PyTorch. SR3 - Link: [login to view URL] DeepLesion Dataset Link : [login to view URL]