TDPyEnvDepthAnything - an easier setup for DepthAnything with TensorRT

⚠️ This is release requires TouchDesigner Experimental build 2025.30000+

TouchDesigner implementation for Depth Anything v2 with TensorRT, with the latest TouchDesigner tools

• 🤗 HuggingFace model download and Transformers
• Using TouchDesigner's TDPyEnvManager
• Using TouchDesigner's ThreadManager
• TouchDesigner 2023.30k+

Original code by Oleg Chomp (@olegchomp) and updated by JetXS (Michel Didier, Derivative)

Features

• One-click install and run the script
• In-TouchDesigner model download, acceleration and inference

Usage

Tested with TouchDesigner 2023.30k+

Install:

1. Open the project, open the textport if it is not opened
2. On the TDPyEnvManager, click on "Create from requirements.txt"
3. Wait a bit while the environment is being setup
4. On TDDepthAnything, click Download Model
5. Once done, click on Accelerate, this will take a few minutes, go get a cup of tea
6. Once done, click on Upload Model to GPU
7. Turn on Active par and have fun

Note: Next time you start the project, just click on Upload Model to GPU and turn on Active par

Portability:

In any other project:

• Add the TDPyEnvManager
• Add the requirements.txt next to your .toe file
• Add the TDDepthAnything COMP in your project
• On the TDPyEnvManager, click on "Create from requirements.txt"
• ... Follow previous install steps, or move the checkpoints folder.

Acknowledgement

Based on the following projects:

• TDDepthAnything - Depth-Anything TensorRT in TouchDesigner
• Depth-Anything - Unleashing the Power of Large-Scale Unlabeled Data.
• Depth-Anything TensorRT C++ - Leveraging the TensorRT API for efficient real-time inference.
• TopArray - Interaction between Python/PyTorch tensor operations and TouchDesigner TOPs.