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dermaintel-sam-aging
PayamFard123/dermaintel-sam-aging
dermaintel-sam-aging is a machine learning model from PayamFard123. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is the SAM model for realistic face aging/de-aging transformations. Used in the DermaIntel application for the Aging Simulation feature.
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Public
Updated Jan 26, 2026
Repo size
2.3 GB
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.pt2.3 GB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Jan 26, 2026
- Updated
- Jan 26, 2026
- SHA
- 09d34fcf
Model card
From the Hugging Face model README
SAM (Style-based Age Manipulation) Model
This is the SAM model for realistic face aging/de-aging transformations. Used in the DermaIntel application for the Aging Simulation feature.
Model Details
- Architecture: StyleGAN2-based age manipulation
- Training Data: FFHQ (Flickr-Faces-HQ)
- File: sam_ffhq_aging.pt (~2.1 GB)
- Purpose: Age transformation (aging and de-aging faces)
Usage
from huggingface_hub import hf_hub_download
# Download model
model_path = hf_hub_download(
repo_id="PayamFard123/dermaintel-sam-aging",
filename="sam_ffhq_aging.pt"
)
# Load with PyTorch
import torch
checkpoint = torch.load(model_path, map_location='cpu')
Features
- Realistic aging effects (wrinkles, skin texture changes)
- De-aging (smoothing, rejuvenation)
- Preserves facial identity during transformation
- Works with various age ranges (10-90 years)
Original Source
Based on SAM (Style-based Age Manipulation) research.
- License
- mit
- Created
- Jan 26, 2026
- Updated
- Jan 26, 2026