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Re:Facebook open-sources Detectron by m_ke on Tuesday January 23, 2018 @12:59AM (#16211364)
You could try tensorflow object_detection api with tensorflow lite

https://github.com/tensorflow/models/tree/master/research/ob...

google also recently put up their mobilenet v2 paper which handles segmentation https://arxiv.org/abs/1801.04381

Re:Facebook open-sources Detectron by deepGem on Tuesday January 23, 2018 @01:09AM (#16211396)
+1 for the Google object detection API. The trained model is quite huge though. 200 MB based on Resnet faster R-CNN. There are creative ways of chunking this model to keep it small.
Re:Facebook open-sources Detectron by m_ke on Tuesday January 23, 2018 @01:12AM (#16211408)
I think they have a mobilenet SSD model as well.