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cyclegan-day-night
nosopirka/cyclegan-day-night
cyclegan-day-night is a image-to-image model from nosopirka. Use it when you need one image transformed into another. The card lists the license as mit.
Модель для преобразования дневных городских фото в ночные и обратно.
Access
Public
Updated Jun 29, 2026
Repo size
273 MB
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0
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Repo makeup
Click a slice to open those files.
.pth91.1 MB · 100%
At a glance
- Task
- Image-to-Image
- License
- mit
- Access
- Public
- Created
- Jun 23, 2026
- Updated
- Jun 29, 2026
- SHA
- 062b1a1c
Datasets
Model card
From the Hugging Face model README
CycleGAN Day ↔ Night
Модель для преобразования дневных городских фото в ночные и обратно.
Архитектура
- Генераторы: ResNet-9 blocks (256×256)
- Дискриминаторы: PatchGAN + Global Average Pooling
- Loss: LSGAN + Cycle Consistency (λ=10)
Нормализация (домен A — день)
- mean: [0.49986013770103455, 0.5164332985877991, 0.4983072280883789]
- std: [0.2775309681892395, 0.26964136958122253, 0.30012083053588867]
Нормализация (домен B — ночь)
- mean: [0.2502242922782898, 0.2704642415046692, 0.31721022725105286]
- std: [0.24460846185684204, 0.20378708839416504, 0.22527939081192017]
Использование
from huggingface_hub import hf_hub_download
import torch
gen = Generator()
gen.load_state_dict(torch.load(
hf_hub_download("nosopirka/cyclegan-day-night", "gen_a_to_b.pth"), map_location="cpu"
))
gen.eval()
- Task
- Image-to-Image
- License
- mit
- Created
- Jun 23, 2026
- Updated
- Jun 29, 2026