Animal-Images-Classifier

Python API can classify Base64 encoded images to determine if there is a pet in the image or not.

⭐ Main Features:

• The API returns True if the animal in the image is not wild and returns False if the animal in the image is wild.
• The API returns False if there is no animal in the image
• Using the generated public URL, a POST request can be sent that has a JSON body include the encoded image.
• The API using an image recognition model, get the animal name from the image.
• Using NLTK and the name recognized from the image, check if the animal in the image is wild or not.

💻 Test Cases

• using the generated public URL, ex: "https://b45dbd2667f8.ngrok.io"
• Request body in json format

{ file : "encoded image" }

image	Base64 equivalent	Request URL	Expected Output
	here	https://b45dbd2667f8.ngrok.io/classifyimage/	True
	here	https://b45dbd2667f8.ngrok.io/classifyimage/	False
	here	https://b45dbd2667f8.ngrok.io/classifyimage/	False
	here	https://b45dbd2667f8.ngrok.io/classifyimage/	True

⚙️ Built With

• Python3 - to build the ML models and the API
• Google Colaboratory
• Postman - to test the API