estaesta / hijalearn-ml-api

TODO

• Authentication
• Preprocessing
• Prediction using tflite runtime
• Dockerize

Model

https://drive.google.com/drive/folders/14YmzV3eUagTSMGXVJ_qW6ETnQfW8sai1?usp=drive_link

How to run

1. Clone this repository
2. Put the model in models folder
3. Run docker build -t <image-name> .
4. Run docker run -p 5000:5000 <image-name>

POST /predict

body (form-data):

• file: wav file
• model: model name("1" for polos, "2" for fathah, "3" for kasrah, "4" for dammah)

response:

{
	"prediction": "Tu",
	"probability": "83.68396759033203"
}