Update app.py
Browse files
app.py
CHANGED
@@ -10,22 +10,20 @@ import transformers
|
|
10 |
from PIL import Image
|
11 |
import requests
|
12 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
#demo data cooco cat:
|
14 |
url = "http://images.cocodataset.org/val2017/000000039769.jpg"
|
15 |
image = Image.open(requests.get(url, stream=True).raw)
|
16 |
|
17 |
|
18 |
-
# Load the model
|
19 |
-
model = transformers.AutoModel.from_pretrained("mwmathis/DeepLabCutModelZoo-SuperAnimal-Quadruped")
|
20 |
-
|
21 |
-
# Create an instance of the model
|
22 |
-
inference_api = transformers.InferenceAPI(model)
|
23 |
-
|
24 |
-
# Make a prediction with the model
|
25 |
-
prediction = inference_api.predict(inputs=image)
|
26 |
-
|
27 |
-
# Print the prediction
|
28 |
-
print(prediction)
|
29 |
|
30 |
|
31 |
|
|
|
10 |
from PIL import Image
|
11 |
import requests
|
12 |
|
13 |
+
from deeplabcut.utils import auxiliaryfunctions
|
14 |
+
from dlclibrary.dlcmodelzoo.modelzoo_download import (
|
15 |
+
download_huggingface_model,
|
16 |
+
MODELOPTIONS,
|
17 |
+
)
|
18 |
+
|
19 |
+
model = 'superanimal_topviewmouse'
|
20 |
+
download_huggingface_model(model, train_dir)
|
21 |
+
|
22 |
#demo data cooco cat:
|
23 |
url = "http://images.cocodataset.org/val2017/000000039769.jpg"
|
24 |
image = Image.open(requests.get(url, stream=True).raw)
|
25 |
|
26 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
27 |
|
28 |
|
29 |
|