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WpythonW/
dinoV2-deepfake-detector

Name: dinoV2-deepfake-detector
Rating: 2.5 (471 reviews)

safetensors

dinov2_with_registers

facebook/dinov2-with-registers-small

finetune

apache-2.0

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Example

python

from transformers import AutoImageProcessor, Dinov2WithRegistersForImageClassification
import torch
import numpy as np
from PIL import Image
import os
import pandas as pd

image_processor = AutoImageProcessor.from_pretrained('WpythonW/dinoV2-deepfake-detector')
model = Dinov2WithRegistersForImageClassification.from_pretrained("WpythonW/dinoV2-deepfake-detector")
model.config.id2label = {0: "FAKE", 1: "REAL"}
model.config.label2id = {"FAKE": 0, "REAL": 1}

real = Image.open('real.jpg')
fake = Image.open('fake1.png')

inputs = image_processor([real, fake], return_tensors="pt")

with torch.no_grad():
    logits = model(**inputs).logits