Machine Learning Server Training tools

Tools

• clip-server - Simple flask server with /predict endpoint returns the prediction from CLIP
• tfjs-fileserver - Builtin python3 -m http.server for serving models converted to tfjs format for use in js(AdCognition)
• models-fileserver - Builtin python3 -m http.server for serving models trained
• control-panel - Simple frontend for controlling the mlserver hyperparams, logs, training, converting, testing the models
• tensorboard - Tensorboard for a more detailed information about the training process

Ports to expose for each tool

• clip-server - 5000
• tfjs-fileserver - 5500
• models-fileserver - 8080
• control-panel - 8888
• tensorboard - 6006