ComfyUI-InfiniDepth
ComfyUI custom nodes for InfiniDepth — arbitrary-resolution monocular depth estimation.
How much VRAM does ComfyUI-InfiniDepth require?
Direct Answer: The ComfyUI node ComfyUI-InfiniDepth requires a minimum base VRAM of 128MB and is optimized for GPUs with at least 4GB of VRAM. Low VRAM mode is fully supported for resource-constrained setups.
- Base VRAM:
- 128MB (0.1GB)
- Recommended GPU:
- 4GB+ VRAM
- Low VRAM Mode:
- ✓ Supported
- Estimation Confidence:
- MEDIUM
Interactive VRAM Compatibility Estimator
Your GPU has plenty of headroom. You can run this node safely with your active configurations!
Deploy on High-Performance GPUs
Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance GPUs on Vast.ai instantly.
Deploy on Cloud GPUs
Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance cloud GPUs on RunPod instantly.
What Python packages are required for ComfyUI-InfiniDepth?
Direct Answer: Running ComfyUI-InfiniDepth requires installing the following Python package dependencies: beartype, dacite, e3nn, einops>=0.4.1, h5py, huggingface-hub>=0.24.0, hydra-core, imageio, jaxtyping, lpips, matplotlib, numpy<2.0, omegaconf, onnxruntime, open3d, opencv-python, plyfile, roma, scikit-image, timm. Ensure your ComfyUI environment has these packages active before launching.
beartype
dacite
e3nn
einops>=0.4.1
h5py
huggingface-hub>=0.24.0
hydra-core
imageio
jaxtyping
lpips
matplotlib
numpy<2.0
omegaconf
onnxruntime
open3d
opencv-python
plyfile
roma
scikit-image
timmInteractive Setup & Dependency Resolver
# Loading command...Frequently Asked Questions
How much VRAM does ComfyUI-InfiniDepth require?
ComfyUI-InfiniDepth requires a minimum of 128MB (0.1GB) of VRAM for base operation. For optimal performance, a GPU with at least 4GB of VRAM is recommended. This node supports low VRAM mode for resource-constrained setups.
Can I run ComfyUI-InfiniDepth on an RTX 3060, RTX 4070, or RTX 4090?
✅ RTX 3060 (12GB): Yes, fully compatible with 10.7GB headroom. ✅ RTX 4070 (12GB): Yes, fully compatible with 10.7GB headroom. ✅ RTX 4070 Ti (16GB): Yes, fully compatible with 14.3GB headroom. ✅ RTX 4090 (24GB): Yes, fully compatible with 21.5GB headroom
What Python packages are required for ComfyUI-InfiniDepth?
To run ComfyUI-InfiniDepth, you need to install: beartype, dacite, e3nn, einops>=0.4.1, h5py, huggingface-hub>=0.24.0, hydra-core, imageio, jaxtyping, lpips, matplotlib, numpy<2.0, omegaconf, onnxruntime, open3d, opencv-python, plyfile, roma, scikit-image, timm. You can install these using pip or add them to your requirements.txt file.
How can I reduce VRAM usage when running ComfyUI-InfiniDepth?
ComfyUI-InfiniDepth supports low VRAM mode. To reduce memory usage: (1) Enable --lowvram or --medvram flags in ComfyUI, (2) Reduce batch size to 1, (3) Use fp16 or fp8 precision if supported, (4) Close other GPU applications.
How do I install ComfyUI-InfiniDepth in ComfyUI?
To install ComfyUI-InfiniDepth: (1) Navigate to your ComfyUI/custom_nodes directory, (2) Clone the repository: git clone https://github.com/snomiao/ComfyUI-InfiniDepth, (3) Install dependencies: pip install -r requirements.txt (if present), (4) Restart ComfyUI. Alternatively, use ComfyUI Manager for one-click installation.