Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -6,8 +6,9 @@ models=[
|
|
| 6 |
"Nahrawy/AIorNot",
|
| 7 |
"RishiDarkDevil/ai-image-det-resnet152",
|
| 8 |
"arnolfokam/ai-generated-image-detector",
|
|
|
|
| 9 |
]
|
| 10 |
-
pipe = pipeline("image-classification", "umm-maybe/AI-image-detector")
|
| 11 |
|
| 12 |
def image_classifier(image):
|
| 13 |
outputs = pipe(image)
|
|
@@ -28,13 +29,14 @@ def aiornot(image,mod_choose):
|
|
| 28 |
|
| 29 |
#feature_extractor = AutoFeatureExtractor.from_pretrained("microsoft/resnet-50")
|
| 30 |
mod=models[int(mod_choose)]
|
| 31 |
-
feature_extractor = AutoFeatureExtractor.from_pretrained(
|
| 32 |
-
model = AutoModelForImageClassification.from_pretrained(
|
| 33 |
|
| 34 |
input = feature_extractor(image, return_tensors="pt")
|
| 35 |
with torch.no_grad():
|
| 36 |
outputs = model(**input)
|
| 37 |
logits = outputs.logits
|
|
|
|
| 38 |
prediction = logits.argmax(-1).item()
|
| 39 |
label = labels[prediction]
|
| 40 |
return label
|
|
|
|
| 6 |
"Nahrawy/AIorNot",
|
| 7 |
"RishiDarkDevil/ai-image-det-resnet152",
|
| 8 |
"arnolfokam/ai-generated-image-detector",
|
| 9 |
+
"umm-maybe/AI-image-detector",
|
| 10 |
]
|
| 11 |
+
#pipe = pipeline("image-classification", "umm-maybe/AI-image-detector")
|
| 12 |
|
| 13 |
def image_classifier(image):
|
| 14 |
outputs = pipe(image)
|
|
|
|
| 29 |
|
| 30 |
#feature_extractor = AutoFeatureExtractor.from_pretrained("microsoft/resnet-50")
|
| 31 |
mod=models[int(mod_choose)]
|
| 32 |
+
feature_extractor = AutoFeatureExtractor.from_pretrained(mod)
|
| 33 |
+
model = AutoModelForImageClassification.from_pretrained(mod)
|
| 34 |
|
| 35 |
input = feature_extractor(image, return_tensors="pt")
|
| 36 |
with torch.no_grad():
|
| 37 |
outputs = model(**input)
|
| 38 |
logits = outputs.logits
|
| 39 |
+
print (logits)
|
| 40 |
prediction = logits.argmax(-1).item()
|
| 41 |
label = labels[prediction]
|
| 42 |
return label
|