Downloads · 30 days
0
Film-Photo-Classification
chr1sggg/Film-Photo-Classification
Film-Photo-Classification is a image classification model from chr1sggg. Use it when you need a label for an image. The card lists the license as apache-2.0.
This model is built on the ResNet-18 CNN architecture and trained to distinguish film photographs from digital ones by analyzing differences in texture, color rendition, and overall visual characteristics. It designed…
Access
Public
Updated Jun 3, 2026
Repo size
89.6 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pth44.8 MB · 100%
At a glance
- Task
- Image Classification
- License
- apache-2.0
- Access
- Public
- Created
- Jun 3, 2026
- Updated
- Jun 3, 2026
- SHA
- cdd8b231
Base models
Model card
From the Hugging Face model README
Film Photo Classifier
This model is built on the ResNet-18 CNN architecture and trained to distinguish film photographs from digital ones by analyzing differences in texture, color rendition, and overall visual characteristics. It designed to capture the subtle traits that make film photography unique, and achieves great classification performance.
Demo
Installation
- Install libs
pip install huggingface_hub
pip install torch torchvision
- Download model
from huggingface_hub import hf_hub_download
hf_hub_download(repo_id="chr1sggg/Film-Photo-Classification", filename="model.pth")
- Load Model
import torch
import torchvision
MODEL_PATH = "your_path"
DEVICE = "" #cuda / cpu / mps
model = torchvision.models.resnet18(weights=None)
model.fc = torch.nn.Linear(512, 2)
model.load_state_dict(
torch.load(MODEL_PATH, map_location=DEVICE)
)
model.to(DEVICE)
model.eval()
- Task
- Image Classification
- License
- apache-2.0
- Created
- Jun 3, 2026
- Updated
- Jun 3, 2026