Skip to content
Projects
Groups
Snippets
Help
Loading...
Help
Support
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in / Register
Toggle navigation
2
2023-029
Project overview
Project overview
Details
Activity
Releases
Repository
Repository
Files
Commits
Branches
Tags
Contributors
Graph
Compare
Issues
0
Issues
0
List
Boards
Labels
Milestones
Merge Requests
0
Merge Requests
0
CI / CD
CI / CD
Pipelines
Jobs
Schedules
Analytics
Analytics
CI / CD
Repository
Value Stream
Wiki
Wiki
Snippets
Snippets
Members
Members
Collapse sidebar
Close sidebar
Activity
Graph
Create a new issue
Jobs
Commits
Issue Boards
Open sidebar
2023-029
2023-029
Commits
1839062b
Commit
1839062b
authored
Sep 02, 2023
by
Paranagama R.P.S.D.
Browse files
Options
Browse Files
Download
Email Patches
Plain Diff
refactor : Model load error handling
parent
0a5e5619
Changes
1
Hide whitespace changes
Inline
Side-by-side
Showing
1 changed file
with
11 additions
and
1 deletion
+11
-1
Project/Backend/Server_Python/controllers/translate_controler.py
.../Backend/Server_Python/controllers/translate_controler.py
+11
-1
No files found.
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
...
...
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment