new models added
Browse files"facebook/convnext-large-224"
"timm/resnet50.a1_in1k"
"timm/mobilenetv3_large_100.ra_in1k"
"trpakov/vit-face-expression"
"rizvandwiki/gender-classification"
"#q-future/one-align"
"LukeJacob2023/nsfw-image-detector"
"vit-base-patch16-224-in21k"
"not-lain/deepfake"
"carbon225/vit-base-patch16-224-hentai"
"facebook/convnext-base-224-22k-1k"
"facebook/convnext-large-224"
"facebook/convnext-tiny-224"
"nvidia/mit-b0"
"microsoft/resnet-18"
"microsoft/swinv2-base-patch4-window16-256"
"andupets/real-estate-image-classification"
"timm/tf_efficientnetv2_s.in21k"
"timm/convnext_tiny.fb_in22k"
"DunnBC22/vit-base-patch16-224-in21k_Human_Activity_Recognition"
"FatihC/swin-tiny-patch4-window7-224-finetuned-eurosat-watermark"
"aalonso-developer/vit-base-patch16-224-in21k-clothing-classifier"
"RickyIG/emotion_face_image_classification"
"shadowlilac/aesthetic-shadow"
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"workbench.colorCustomizations": {
|
3 |
+
"activityBar.activeBackground": "#65c89b",
|
4 |
+
"activityBar.background": "#65c89b",
|
5 |
+
"activityBar.foreground": "#15202b",
|
6 |
+
"activityBar.inactiveForeground": "#15202b99",
|
7 |
+
"activityBarBadge.background": "#945bc4",
|
8 |
+
"activityBarBadge.foreground": "#e7e7e7",
|
9 |
+
"commandCenter.border": "#15202b99",
|
10 |
+
"sash.hoverBorder": "#65c89b",
|
11 |
+
"statusBar.background": "#42b883",
|
12 |
+
"statusBar.foreground": "#15202b",
|
13 |
+
"statusBarItem.hoverBackground": "#359268",
|
14 |
+
"statusBarItem.remoteBackground": "#42b883",
|
15 |
+
"statusBarItem.remoteForeground": "#15202b",
|
16 |
+
"titleBar.activeBackground": "#42b883",
|
17 |
+
"titleBar.activeForeground": "#15202b",
|
18 |
+
"titleBar.inactiveBackground": "#42b88399",
|
19 |
+
"titleBar.inactiveForeground": "#15202b99"
|
20 |
+
},
|
21 |
+
"peacock.color": "#42b883"
|
22 |
+
}
|
@@ -20,6 +20,31 @@ MODELS = [
|
|
20 |
"-- Reinstated on testing--",
|
21 |
"microsoft/beit-base-patch16-224-pt22k-ft22k", #Classifição geral
|
22 |
"-- New --"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
23 |
|
24 |
]
|
25 |
|
@@ -50,13 +75,18 @@ def print_result(result):
|
|
50 |
|
51 |
def main():
|
52 |
st.title("Image Classification")
|
53 |
-
|
|
|
|
|
|
|
54 |
shosen_model = st.selectbox("Select the model to use", MODELS)
|
55 |
|
|
|
|
|
|
|
56 |
if input_image is not None:
|
57 |
image_to_classify = Image.open(input_image)
|
58 |
st.image(image_to_classify, caption="Uploaded Image", use_column_width=True)
|
59 |
-
|
60 |
if st.button("Classify"):
|
61 |
image_to_classify = Image.open(input_image)
|
62 |
classification_obj1 =[]
|
|
|
20 |
"-- Reinstated on testing--",
|
21 |
"microsoft/beit-base-patch16-224-pt22k-ft22k", #Classifição geral
|
22 |
"-- New --"
|
23 |
+
"-- Still in the testing process --"
|
24 |
+
"facebook/convnext-large-224"
|
25 |
+
"timm/resnet50.a1_in1k"
|
26 |
+
"timm/mobilenetv3_large_100.ra_in1k"
|
27 |
+
"trpakov/vit-face-expression"
|
28 |
+
"rizvandwiki/gender-classification"
|
29 |
+
"#q-future/one-align"
|
30 |
+
"LukeJacob2023/nsfw-image-detector"
|
31 |
+
"vit-base-patch16-224-in21k"
|
32 |
+
"not-lain/deepfake"
|
33 |
+
"carbon225/vit-base-patch16-224-hentai"
|
34 |
+
"facebook/convnext-base-224-22k-1k"
|
35 |
+
"facebook/convnext-large-224"
|
36 |
+
"facebook/convnext-tiny-224"
|
37 |
+
"nvidia/mit-b0"
|
38 |
+
"microsoft/resnet-18"
|
39 |
+
"microsoft/swinv2-base-patch4-window16-256"
|
40 |
+
"andupets/real-estate-image-classification"
|
41 |
+
"timm/tf_efficientnetv2_s.in21k"
|
42 |
+
"timm/convnext_tiny.fb_in22k"
|
43 |
+
"DunnBC22/vit-base-patch16-224-in21k_Human_Activity_Recognition"
|
44 |
+
"FatihC/swin-tiny-patch4-window7-224-finetuned-eurosat-watermark"
|
45 |
+
"aalonso-developer/vit-base-patch16-224-in21k-clothing-classifier"
|
46 |
+
"RickyIG/emotion_face_image_classification"
|
47 |
+
"shadowlilac/aesthetic-shadow"
|
48 |
|
49 |
]
|
50 |
|
|
|
75 |
|
76 |
def main():
|
77 |
st.title("Image Classification")
|
78 |
+
st.write("This is a simple web app to test and compare different image classifier models using Hugging Face's image-classification pipeline.")
|
79 |
+
st.write("From time to time more models will be added to the list. If you want to add a model, please open an issue on the GitHub repository.")
|
80 |
+
|
81 |
+
st.write("The models available are:")
|
82 |
shosen_model = st.selectbox("Select the model to use", MODELS)
|
83 |
|
84 |
+
st.write("Upload an image and click on the 'Classify' button to classify the image.")
|
85 |
+
input_image = st.file_uploader("Upload Image")
|
86 |
+
|
87 |
if input_image is not None:
|
88 |
image_to_classify = Image.open(input_image)
|
89 |
st.image(image_to_classify, caption="Uploaded Image", use_column_width=True)
|
|
|
90 |
if st.button("Classify"):
|
91 |
image_to_classify = Image.open(input_image)
|
92 |
classification_obj1 =[]
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
[{000214A0-0000-0000-C000-000000000046}]
|
2 |
+
Prop3=19,11
|
3 |
+
[InternetShortcut]
|
4 |
+
IDList=
|
5 |
+
URL=https://huggingface.co/spaces/Nunt/simple_image_classifier
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
[{000214A0-0000-0000-C000-000000000046}]
|
2 |
+
Prop3=19,11
|
3 |
+
[InternetShortcut]
|
4 |
+
IDList=
|
5 |
+
URL=https://nunt-simple-image-classifier.hf.space/
|