Image Featurizer

This project is used to generate image features by using ResNet18 v2.

This project is intended to be used as complementary service for searching similar image like Thomas Delteil's Visual Search.

The model is served using MXNet Model Server in Docker.

Run Service

> make run

This command will execute the service & make it listen to port 8080.

> make stop

This command will stop the running service in another terminal.

If we want to stop the service in current terminal simply press CTRL + C.

> make test

This command will execute test on service. It will feed the service with jpeg image.

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
.gitignore		.gitignore
Dockerfile		Dockerfile
Makefile		Makefile
README.md		README.md
config.properties		config.properties
dog.jpg		dog.jpg
featurizer-0000.params		featurizer-0000.params
featurizer-symbol.json		featurizer-symbol.json
featurizer.py		featurizer.py
image_net_labels.json		image_net_labels.json
kitten-2.jpg		kitten-2.jpg
kitten.jpg		kitten.jpg
model_handler.py		model_handler.py
mxnet_model_service.py		mxnet_model_service.py
net_builder.py		net_builder.py
requirements.txt		requirements.txt
signature.json		signature.json