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2023-029
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2023-029
2023-029
Commits
1839062b
Commit
1839062b
authored
Sep 02, 2023
by
Paranagama R.P.S.D.
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refactor : Model load error handling
parent
0a5e5619
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Project/Backend/Server_Python/controllers/translate_controler.py
.../Backend/Server_Python/controllers/translate_controler.py
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Project/Backend/Server_Python/controllers/translate_controler.py
View file @
1839062b
import
os
from
fastapi
import
APIRouter
,
File
,
HTTPException
,
Query
,
UploadFile
from
pydantic
import
BaseModel
import
tensorflow
as
tf
...
...
@@ -17,7 +18,16 @@ class ImageRequest(BaseModel):
# Load your Keras model
model
=
tf
.
keras
.
models
.
load_model
(
'../ML_Models/sign_language_to_text/models/sign_language_model.h5'
)
# model = tf.keras.models.load_model('../ML_Models/sign_language_to_text/models/sign_language_model.h5')
model_file_path
=
'../ML_Models/sign_language_to_text/models/sign_language_model.h5'
# Check if the model file exists
if
os
.
path
.
exists
(
model_file_path
):
# Load the Keras model if the file exists
model
=
tf
.
keras
.
models
.
load_model
(
model_file_path
)
else
:
model
=
None
CLASSES
=
mappings
.
classes
NUM_CLASSES
=
len
(
mappings
.
classes
)
# number of classes
IMG_SIZE
=
224
# image size
...
...
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