Show HN: Active learning as a service for easy data selection
github.comWe are thinking about building a framework that can be used for unlabeled data selection (using active learning) to reduce human labeling budgets. And hope it can be easily used as a service, currently we are adding more SOTA active learning algorithms and there is a demo for you to play with! You can try in your terminal: curl \
-X POST http://13.213.8.21:8081/post \
-H 'Content-Type: application/json' \
-d '{"data":[{"uri": "https://www.cs.toronto.edu/~kriz/cifar-10-sample/airplane1.p..."},
{"uri": "https://www.cs.toronto.edu/~kriz/cifar-10-sample/airplane2.p..."},
{"uri": "https://www.cs.toronto.edu/~kriz/cifar-10-sample/airplane3.p..."},
{"uri": "https://www.cs.toronto.edu/~kriz/cifar-10-sample/airplane4.p..."},
{"uri": "https://www.cs.toronto.edu/~kriz/cifar-10-sample/airplane5.p..."}],
"parameters": {"budget": 3},
"execEndpoint":"/query"}'
