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I am using some of the SSD Models from the TensorFlow Detection Model Zoo (SSD-MobileNetv1 and SSD-Inceptionv2). I need to get them working on the NCS for a fast prototype.
I know the models are not working with the stick with the available trained files (.pb) from TensorFlow Zoo due to the Anchor Box generator and the concat layer.
I tried to isolate the Anchor Box generator (to be done out of the stick with the box decoding step) in order to verify what the NCS can do in compiling the model itself.
I made some changes to how the output is obtained:
The box_predictions output node is named "bboxes" and the class_predictions output node is named "scores".
I tried running the following command
mvNCCheck ssd_mobilenet_v1_ncs.pb -s 12 and the resulting log is attached.
I also tried to run with both
-on scores and
-on bboxes but I got all
The GOOD is the model compiles successfully, but the mvNCCheck report Failures.
@Tome_at_Intel , Could you please give me any help about this issue? Why CONCAT is working fine for the ssd_mobilenet in CAFFE and not working in TensorFlow?
I attached both the frozen model pb graph and a log file captured from running the mvNCCheck (I added some debug logs for the concat and dumping the layer names).
I appreciate your feedback.