deepeshdm / cropfusionai-backend Goto Github PK

This repo contains all the Backend services that support the CropFusionAI Frontend here.

It contains the following things :

• Model Training Data
• Model Training Notebooks
• Trained ML models for Crop & Fertilizer Classification
• Backend FastAPI services that exposes both models through REST API's.

Below are some code examples you can utilize to send post requests to different endpoints with different payloads to make the most out of the ML models.

import requests
url = "https://8080-797137136eb6451193a1f8c64a951490.patr.cloud/crop_recommend"
payload = { "array": [55,44,33,40,75,6.5,300] }
response = requests.post(url, json=payload)
print(response.json())

import requests
url = "https://8080-797137136eb6451193a1f8c64a951490.patr.cloud/fertilizer_recommend"
payload = { "array": [33,56,30,88,91,12,"Sandy","Cotton"] }
response = requests.post(url, json=payload)
print(response.json())

• Crop Recommendation Dataset here
• Fertilizer Recommendation Dataset here