Chitra Model Server¶
Create API for Any Learning Model - ML, DL, Image Classification, NLP, Tensorflow or PyTorch.
What can it do?¶
- Serve Any Learning Model
- Predefined processing functions for image classification (NLP processing functions coming soon)
- Override custom preprocessing and Postprocessing function with your own.
# install chitra # pip install -U chitra from chitra.serve import create_api from chitra.trainer import create_cnn model = create_cnn('mobilenetv2', num_classes=2) create_api(model, run=True, api_type='image-classification')
http://127.0.0.1:8000/docs in your browser and try out the API. You can upload any image to try out the API.
If you want to try out Text Classification or Question-Answering task then all you have to do is change
api_type="question-ans" then pass your model and you are all set.
Request Response Schema (JSON body) will be changed based on the
Preview Question Answering API¶