keras-team / keras

Deep Learning for humans
http://keras.io/
Apache License 2.0
61.94k stars 19.46k forks source link

Please provide object detection example (feature request) #10596

Closed mosheliv closed 3 years ago

mosheliv commented 6 years ago

Hi, Love keras! However, examples on training object detection are few and not canonical. Especially training mobilenet ssd, which is great for weaker older computers.

Regards, Moshe

msprengholz commented 6 years ago

I'd like to see this, too. There are a few object detectors, but all of them seem to use specific backend code (i.e. TensorFlow). Is it even possible to write something like this that only uses the Keras abstraction layer? I'm interested in extending MobileNetV2 (which is included in Keras since version 2.2.0) by adding a SSDLite feature extractor. Any ideas on how to do this?