[Random-Code-Guy]
Project Started 19/07/2024
This project started out as a hobby to try generating depth maps using ZeoDepth but then expanded to trying to use tiling to increese the depth map quality
pip install customtkinter
sudo apt-get install python3-tk
pip install numpy==1.26.4
pip install opencv-python
pip install matplotlib
pip install torch==2.3.1+cpu
pip install torchvision==0.18.1+cpu
pip install Pillow
pip install cython
pip install git+https://github.com/lucasb-eyer/pydensecrf.git
This application has a very simple gui using tkinter with generation done in its own thread to keep it stable
This is a work in progress please feel free to submit code to this project i will test and add everything that passes tests and improves the application
four Pre-trained models of varying scales for robust relative depth estimation Can be found in the depth anything v2 hugging face download these models and save then into the models folder created by the application after first launch
| Model | Params | Checkpoint |
|---|---|---|
| Depth-Anything-V2-Small | 24.8M | Download |
| Depth-Anything-V2-Base | 97.5M | Download |
| Depth-Anything-V2-Large | 335.3M | Download |
| Depth-Anything-V2-Giant | 1.3B | Coming soon |