AI Models
OlaversePrism Denoiser
Prism family · open weights on Hugging Face.
Image denoising model that cleans noisy photos while preserving fine detail.
Image To Image
Denoising
PyTorch
Prism
Licence: apache-2.0
0
Likes
26
Downloads
Jul 2026
Created
Model Card
Built for production use.
Quick Start
Use Prism Denoiser, straight from its model card.
example.py
from the model cardfrom huggingface_hub import hf_hub_download
import torch, importlib.util, json
from PIL import Image
import torchvision.transforms.functional as TF
model_file = hf_hub_download(repo_id="olaverse/prism-denoiser", filename="model.py")
ckpt_file = hf_hub_download(repo_id="olaverse/prism-denoiser", filename="pytorch_model.pt")
config_file = hf_hub_download(repo_id="olaverse/prism-denoiser", filename="config.json")
spec = importlib.util.spec_from_file_location("model", model_file)
model_module = importlib.util.module_from_spec(spec)
spec.loader.exec_module(model_module)
config = json.load(open(config_file))
model = model_module.UNet(**config)
model.load_state_dict(torch.load(ckpt_file, map_location="cpu")["net"])
model.eval()
img = Image.open("noisy.jpg").convert("RGB").resize((128, 128))
x = TF.to_tensor(img).unsqueeze(0)
with torch.no_grad():
output = model(x).clamp(0, 1)
TF.to_pil_image(output[0]).save("denoised.jpg")
Model Card
Official Repository README
Dynamically loaded from Hugging Face
Model card metadata is available on Hugging Face.
Built with
Transformers PyTorch Python
Built by Olaverse Labs
Ready to try Prism Denoiser?
Image denoising model that cleans noisy photos while preserving fine detail.
Model Ecosystem