Inspiration
To classify animals Dataset from https://www.kaggle.com/sharansmenon/animals141
Use Case
- To detect animals in real-time
- Can be used for alerting if animal detected
What it does
A webpage to classify animals, where the user uploads the image of an animal An API request can also be made for the same
How we built it
Built using Flask framework with Python
Challenges we ran into
Sending and receiving images using JSON payload (POST request) Fine tuning model for good accuracy
Accomplishments that we're proud of
API based implementation of the classifier
What we learned
- Using Cellstrat Hub for the DL Model deployment (API)
What's next for Animals Classifier
To make the classifier classify lot more animals
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