def main():
logger = logging.getLogger('clarifai')
logger.handlers = []
logger.addHandler(logging.StreamHandler())
logger.setLevel(logging.INFO)
app = ClarifaiApp()
delete_all_inputs(app, logger)
app.models.delete_all()
app.wait_until_inputs_delete_finish()
app.wait_until_models_delete_finish()
image1 = app.inputs.create_image_from_url(
urls[0],
concepts=['train_custom_prepare', 'railway_custom_prepare'],
allow_duplicate_url=True)
image2 = app.inputs.create_image_from_url(
urls[3], concepts=['dog_custom_prepare', 'animal_custom_prepare'], allow_duplicate_url=True)
app.wait_for_specific_input_uploads_to_finish(ids=[image1.input_id, image2.input_id])
model_id = uuid.uuid4().hex
model1 = app.models.create(
model_id=model_id,
concepts=[
'train_custom_prepare', 'railway_custom_prepare', 'dog_custom_prepare',
'animal_custom_prepare'
])
model1.train(timeout=120, raise_on_timeout=True)
def main():
logger = logging.getLogger('clarifai')
logger.handlers = []
logger.addHandler(logging.StreamHandler())
logger.setLevel(logging.INFO)
app = ClarifaiApp()
delete_all_inputs(app, logger)
app.models.delete_all()
app.wait_until_inputs_delete_finish()
app.wait_until_models_delete_finish()
app.inputs.create_image_from_url(
urls[0],
concepts=['train_custom_prepare', 'railway_custom_prepare'],
allow_duplicate_url=True)
app.inputs.create_image_from_url(
urls[3], concepts=['dog_custom_prepare', 'animal_custom_prepare'], allow_duplicate_url=True)
model_id = uuid.uuid4().hex
model1 = app.models.create(
model_id=model_id,
concepts=[
'train_custom_prepare', 'railway_custom_prepare', 'dog_custom_prepare',
'animal_custom_prepare'
])
model = model1.train(timeout=240)
if model.model_status_code != 21100:
logger.error('Model not trained in 240 seconds with 2 inputs. Test could not continue.')
exit(2)
def main():
logger = logging.getLogger('clarifai')
logger.handlers = []
logger.addHandler(logging.StreamHandler())
logger.setLevel(logging.INFO)
app = ClarifaiApp()
delete_all_inputs(app, logger)
app.models.delete_all()
app.wait_until_inputs_delete_finish()
app.wait_until_models_delete_finish()
app.inputs.create_image_from_url(
urls[0], concepts=['train', 'railway'], allow_duplicate_url=True)
app.inputs.create_image_from_url(urls[3], concepts=['dog', 'animal'], allow_duplicate_url=True)
model_id = uuid.uuid4().hex
model1 = app.models.create(model_id=model_id, concepts=['train', 'railway', 'dog', 'animal'])
model = model1.train(timeout=240)
if model.model_status_code != 21100:
logger.error('Model not trained in 240 seconds with 2 inputs. Test could not continue.')
exit(2)
