DeepFuze

Name: DeepFuze
Author: SamKhoze

DeepFuze is a state-of-the-art deep learning tool that seamlessly integrates with ComfyUI to revolutionize facial transformations, lipsyncing, video generation, voice cloning, face swapping, and lipsync translation. Leveraging advanced algorithms, DeepFuze enables users to combine audio and video with unparalleled realism, ensuring perfectly synchronized facial movements. This innovative solution is ideal for content creators, animators, developers, and anyone seeking to elevate their video editing projects with sophisticated AI-driven features.

VRAM Requirements

Direct Answer: The ComfyUI node DeepFuze requires a minimum base VRAM of 4096MB and is optimized for GPUs with at least 8GB of VRAM. Low VRAM mode is not supported for this node.

Very High (4-8GB)

Base VRAM:: 4096MB (4.0GB)
Recommended GPU:: 8GB+ VRAM
Low VRAM Mode:: ✗ Not supported
Estimation Confidence:: MEDIUM

🧮 Interactive VRAM Compatibility Estimator

1. Your GPU VRAM:

2. Base Model Weight:

3. Target Resolution:

4. ComfyUI Optimization launch argument:

Estimated Total VRAM: 3.00 GBTarget: 8 GB

✅ Comfortable Fit

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 Vast.ai

Deploy on Cloud GPUs

Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance cloud GPUs on RunPod instantly.

🚀 Deploy on RunPod

Python Dependencies

Direct Answer: Running DeepFuze requires installing the following Python package dependencies: accelerate, aiohttp>=3.8.1, anyascii>=0.3.0, bangla, bnnumerizer, bnunicodenormalizer, coqpit>=0.0.16, cython>=0.29.30, einops>=0.6.0, encodec>=0.1.1, filetype==1.2.0, flask>=2.0.1, fsspec>=2023.6.0 # <= 2023.9.1 makes aux tests fail, g2pkk>=0.1.1, gruut[de,es,fr]==2.2.3, hangul_romanize, imageio_ffmpeg, inflect>=5.6.0, jamo, jieba, kornia, librosa, matplotlib>=3.7.0, mutagen==1.47.0, nltk, num2words, numba>=0.57.0, numpy==1.26.4, onnx==1.16.0, onnxruntime-gpu, openai, opencv-python==4.9.0.80, opencv-python-headless==4.8.0.76, packaging>=23.1, pandas>=1.4,<2.0, psutil==5.9.8, pydub, pypinyin, pysbd>=0.3.4, pyyaml>=6.0, scikit-learn>=1.3.0, scipy==1.13.0, sounddevice, soundfile>=0.12.0, spacy>=3, spandrel, torch>=2.1, torchaudio, torchsde, tqdm>=4.64.1, trainer>=0.0.36, transformers>=4.33.0, umap-learn>=0.5.1, unidecode>=1.3.2. This node specifically requires PyTorch version 2.1 or newer.

requirements.txt

accelerate
aiohttp>=3.8.1
anyascii>=0.3.0
bangla
bnnumerizer
bnunicodenormalizer
coqpit>=0.0.16
cython>=0.29.30
einops>=0.6.0
encodec>=0.1.1
filetype==1.2.0
flask>=2.0.1
fsspec>=2023.6.0 # <= 2023.9.1 makes aux tests fail
g2pkk>=0.1.1
gruut[de,es,fr]==2.2.3
hangul_romanize
imageio_ffmpeg
inflect>=5.6.0
jamo
jieba
kornia
librosa
matplotlib>=3.7.0
mutagen==1.47.0
nltk
num2words
numba>=0.57.0
numpy==1.26.4
onnx==1.16.0
onnxruntime-gpu
openai
opencv-python==4.9.0.80
opencv-python-headless==4.8.0.76
packaging>=23.1
pandas>=1.4,<2.0
psutil==5.9.8
pydub
pypinyin
pysbd>=0.3.4
pyyaml>=6.0
scikit-learn>=1.3.0
scipy==1.13.0
sounddevice
soundfile>=0.12.0
spacy>=3
spandrel
torch>=2.1
torchaudio
torchsde
tqdm>=4.64.1
trainer>=0.0.36
transformers>=4.33.0
umap-learn>=0.5.1
unidecode>=1.3.2

🛠️ Interactive Setup & Dependency Resolver

Operating System:

Environment Type:

Run this terminal command in your ComfyUI root folder:

# Loading command...

⚠️ Special Environment Requirements:

Requires PyTorch version 2.1+.

To update PyTorch for your selected setup, run:

# Loading PyTorch command...