def download_dataset(dataset_id):
try:
dataset_path = service.download_dataset(dataset_id)
return send_file(dataset_path)
except Exception as exception:
print(exception)
raise ExceptionResponse(message=str(exception))
def downlaod_denoiser(denoiser_id):
try:
denoiser_path = service.download_denoiser(denoiser_id)
return send_file(denoiser_path)
except Exception as exception:
print(exception)
raise ExceptionResponse(message=str(exception))
def delete_training_session(training_session_id):
try:
service.delete_training_session(training_session_id)
return render_template('success.html')
except Exception as exception:
print(exception)
raise ExceptionResponse(message=str(exception))
def create_denoiser():
try:
json_request = json.loads(request.form['metadata'])
service.create_denoiser(json_request)
return render_template('success.html')
except Exception as exception:
print(exception)
raise ExceptionResponse(message=str(exception))
def predict_image():
try:
raw_image = request.files['image']
json_request = json.loads(request.form['metadata'])
image_path = service.predict_single_image(json_request, raw_image)
return send_file(image_path)
except Exception as exception:
print(exception)
raise ExceptionResponse(message=str(exception))
def create_dataset():
try:
dataset_archive = request.files['dataset']
json_request = json.loads(request.form['metadata'])
service.create_dataset(json_request, dataset_archive)
return render_template('success.html')
except Exception as exception:
print(exception)
raise ExceptionResponse(message=str(exception))
def handle_single_training_session(json_request):
try:
print("Received a socket.io event with the data={0}".format(
json_request))
training_session_id = json_request['training_session_id']
service.run_single_training_session(training_session_id, socketio)
except Exception as exception:
print(exception)
raise ExceptionResponse(message=str(exception))