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Active learning is not working for custom (File path) #846
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I managed to do it by
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@Jenny0932 does this mean you were able to successfully run a custom model in VoTT with the steps above? |
Yes. It's working. One issue is, our class id start from 0 so the first object class is identified as unknow. |
Hello, I wonder how to know the output_node_names of my model? Thanks |
can anyone help me in creating custom model for vott plzzz |
'Postprocessor/ExpandDims_1,Postprocessor/Slice' just works for my SSD tensorflow model |
Same prob here...how to generate classes.json . I am using a FasterRCNN/InceptionV2 model. I tried to copy classes.json from the CoCoSSD and leave the 13 classes for my model but I get the error "Error loading active learning model".
Then built it with
And then started the container with:
The real conversion is done with:
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@HRGiri @andreyhristov [{"id":1,"displayName":"backlight"},{"id":2,"displayName":"wheel"},{"id":3,"displayName":"numberplate"},{"id":4,"displayName":"mirror"},{"id":5,"displayName":"door"},{"id":6,"displayName":"frontpanel"},{"id":7,"displayName":"rearpanel"},{"id":8,"displayName":"frontbumper"},{"id":9,"displayName":"rearbumper"}] However, be carefull that index1 will be unknown. Sorry for the bad english |
Hi All, I am using YoloV3 from (https://github.com/AntonMu/TrainYourOwnYOLO). I have unfortunately no idea how to bring it in a suitable format to use it in VOTT for active learning. Can somebody help me? tensorflowjs_converter --input_format=keras trained_weights_final.h5 tfjs_model What am I doing wrong or what do I have to change to make it work? Thanks in advance for any help |
@Jenny0932 , why do you zip the converted model? VOTT does not recognize that format. |
Hi all, I also converted the custom model with tfjs 3.1.0 and created the classes.json file manually. But VoTT showing error while loading the active learning model. Thanks in advance for any help |
According to the output model in cocoSSDModel, I suppose we should use pip install tensorflowjs==0.8.6 (and tensorflow version < 2) instead of tensorflowjs==3.1 because the output files of tensorflowjs==0.8.6 won't have the sub filename ".bin". |
I had to apply a patch to use a uint8 quantized model with the Addv2 operation. Here's an example of the patch I applied: The output layer of this model is the non-max-supression op described here: |
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Ah, sorry about that! @worldstar I probably broke something in my Ghost theme's code highlighter. Here's the medium version: https://towardsdatascience.com/budget-automation-for-bounding-box-annotation-500a76b4deb7 |
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When I tried to load the customized model generated from tensorflowjs. I got the 'Error loading activate learning model'.
Steps to reproduce the behavior:
Desktop (please complete the following information):
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