Depth Maps Refinement via Diffusion
Budget: £250 – £350 GBP
I'm in need of an expert in depth map processing to enhance the quality of my predicted depth maps. Here's a comprehensive overview of the project:
- **Objective**: The key goal of this project is to refine the predicted depth maps generated using Convolutional Neural Networks (CNN). I'm particularly interested in increasing the accuracy of the depth maps, reducing noise, and enhancing the details present in the maps.
- **Data Provided**: For training and testing the diffusion model, you'll be provided with the Nyu_v2 and iBims datasets. These datasets are crucial as they contain the real-world and synthetic images you'll need to refine the depth maps.
- **Skills Required**: You should be well-versed in depth map processing and have a strong command of CNNs. Prior experience with Nyu_v2 and iBims datasets could be an added advantage. Your understanding of diffusion models will be particularly valuable to ensure the refinement process is successful.
If you are confident in your ability to take on this task, I'd be happy to hear from you.
- **Objective**: The key goal of this project is to refine the predicted depth maps generated using Convolutional Neural Networks (CNN). I'm particularly interested in increasing the accuracy of the depth maps, reducing noise, and enhancing the details present in the maps.
- **Data Provided**: For training and testing the diffusion model, you'll be provided with the Nyu_v2 and iBims datasets. These datasets are crucial as they contain the real-world and synthetic images you'll need to refine the depth maps.
- **Skills Required**: You should be well-versed in depth map processing and have a strong command of CNNs. Prior experience with Nyu_v2 and iBims datasets could be an added advantage. Your understanding of diffusion models will be particularly valuable to ensure the refinement process is successful.
If you are confident in your ability to take on this task, I'd be happy to hear from you.