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21f3001839-nppe3
patilbro/21f3001839-nppe3
21f3001839-nppe3 is a machine learning model from patilbro. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Fine-tuned from Real-ESRGAN's RealESRGANx4plus (RRDBNet, 23 blocks).
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Repo size
402 MB
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.pth67 MB · 100%
At a glance
- Access
- Public
- Created
- Sep 4, 2026
- Updated
- Sep 7, 2026
- SHA
- 77d479ba
Model card
From the Hugging Face model README
NPPE-3 Denoising + 4x Super-Resolution
Fine-tuned from Real-ESRGAN's RealESRGAN_x4plus (RRDBNet, 23 blocks).
Architecture
See config.json. Rebuild with:
from basicsr.archs.rrdbnet_arch import RRDBNet
import torch, json
config = json.load(open("config.json"))
model = RRDBNet(
num_in_ch=config["num_in_ch"], num_out_ch=config["num_out_ch"],
num_feat=config["num_feat"], num_block=config["num_block"],
num_grow_ch=config["num_grow_ch"], scale=config["scale"],
)
model.load_state_dict(torch.load("best_model.pth", map_location="cpu"))
model.eval()
Training
Fine-tuned 50 epochs, lr=0.0002, L1Loss.
- Created
- Sep 4, 2026
- Updated
- Sep 7, 2026