Live ServeIt demo: Imagenet classifier API with Keras pretrained model
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Type Name Latest commit message Commit time
Failed to load latest commit information.

Live ServeIt demo

ImageNet classifier API with Keras pre-trained model

ServeIt is an open source library that lets you serve model predictions and supplementary information from a RESTful API on any domain using your favorite Python ML library in as little as one line of code. This repository illustrates the process of deploying a pre-trained ImageNet classifier with ServeIt to a new API endpoint. The classifier accepts an image URL as a parameter in a POST request and responds with the top predicted classes for that image.

Give it a try!

cat picture

curl -XPOST ''
# [[["n02123159", "tiger_cat", 0.590599775314331], ["n03942813", "ping-pong_ball", 0.08682757616043091], ["n02119789", "kit_fox", 0.07293993979692459]]]

plane picture

curl -XPOST ''
# [[["n02690373", "airliner", 0.5754486322402954], ["n04592741", "wing", 0.2601102292537689], ["n04552348", "warplane", 0.12749212980270386]]]

Please consider buying me a coffee to help cover hosting costs:

Buy Me A Coffee