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photonixapp / photonix

A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.
https://photonix.org/
GNU Affero General Public License v3.0
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AI model generation description #89

Open flaviut opened 5 years ago

flaviut commented 5 years ago

It'd be nice if there was some documentation explaining how the model files, like faster_rcnn_inception_resnet_v2_atrous_lowproposals_oid_2018_01_28_frozen_inference_graph.pb.xz, are created.

damianmoore commented 5 years ago

Agreed, this should be documented. For the time being, object detection models are pre-trained ones from Tensorflow Model Zoo. Other ones like the style model were trained by me but I need to make sure the datasets are fully reproducible.