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GitHub / marcogdepinto / Deep-learning-model-deploy-with-django
Serving a keras model (neural networks) in a website with the python Django-REST framework.
Stars: 81
Forks: 38
Open Issues: 7
License: gpl-3.0
Language: Python
Repo Size: 29.9 MB
Dependencies:
17
Created: almost 5 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Topics: api, api-rest, artificial-intelligence, artificial-neural-networks, deep-learning, deep-neural-networks, django, django-application, django-framework, django-rest-framework, keras, keras-model, keras-models, keras-neural-networks, keras-tensorflow, prediction, python, python-3, python3, tensorflow
Files
Dependencies
- Django ==3.0.3
- Keras ==2.3.1
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.0
- django-debug-toolbar ==2.2
- django-heroku ==0.3.1
- djangorestframework ==3.11.0
- gunicorn ==20.0.4
- librosa ==0.6.3
- numba ==0.49.0
- numpy ==1.16.0
- pandas ==1.0.3
- psycopg2 ==2.8.4
- pytest ==5.4.1
- requests ==2.23.0
- setuptools ==46.1.3
- tensorflow ==1.15.2