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symisc / sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
https://sod.pixlab.io
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Possible to use RealNets for object detection? #29

Closed KurtKoo closed 3 years ago

KurtKoo commented 3 years ago

Is it possible to use RealNets for object detection as sod_cnn interfaces do?

for example: Train a model like "tiny20.sod" using sod_trainning interfaces.

And the model is used in sod_realnet_detect for 20-class object detection & classification.

symisc commented 3 years ago

Realnets are single class detectors only. But, since there are very fast, you can stackup multiple detector (eg. pedestrian, car, tree) on top of each others via successive calls to sod_realnet_load_model_from_disk

KurtKoo commented 3 years ago

Realnets are single class detectors only. But, since there are very fast, you can stackup multiple detector (eg. pedestrian, car, tree) on top of each others via successive calls to sod_realnet_load_model_from_disk

Helpful suggestion.

Thank you!