1. Community
2. General
3. exporting tensorflow model using tutorial results in errors

Hi Char Stiles, Do you mind sharing your current frozen graph model before optimization? Also may I know what's current model size before optimization? Normally the optimization step only removes i...

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• Eric Hu
• August 06, 2020 22:27

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3. Loading Keras Models

Hi montek singh, Currently we only support converting models from ONNX or Tensorlfow's frozen graph (.pb) format. Thanks

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• Eric Hu
• August 04, 2020 16:56

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2. General
3. Style Transfer error

Hi nolan_742, May I know did reducing the BATCH_SIZE help with the issue you found? Eric

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• Eric Hu
• July 27, 2020 18:42

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2. General
3. Help With Google Colab (style transfer)

Hi nolan_742, Yes just me is correct, everything looks fine and this issue is mainly because of Google Colab's GPU memory limit. To avoid this, we can do the following: 1. Reduce the BATCH_SIZE to ...

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• Eric Hu
• July 27, 2020 18:40

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3. Head and Neck Segmentation

Hi ichabodcole, By clothing segmentation, I meant something like https://github.com/anish9/Fashion-AI-segmentation. Example training data can be found at https://github.com/bearpaw/clothing-co-pars...

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• Eric Hu
• July 24, 2020 16:08

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2. General
3. Head and Neck Segmentation

Hi ichabodcole, Distinguishing neck from shoulder is definitely a hard segmentation problem due to vaguely defined border lines. Probably you can try segmenting clothes out and see if that can be a...

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• Eric Hu
• July 21, 2020 17:26

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3. [SOLVED] Error in style transfer notebook

Hi j.patn, If you look at the Style Transfer notebook, under Global variables for training, you can change INPUT_HEIGHT and INPUT_WIDTH accordingly. Default is set as 512x256.

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• Eric Hu
• July 20, 2020 05:20

1. Community
2. Scripting
3. 6-DOF pose estimation (SnapML)

Hi Tom Geurts, Training a 6-DOF tracker involves many complications and we believe it's beyond the scope of our current ML tutorials. However, we will continue to provide support and may release mo...

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• Eric Hu
• July 07, 2020 06:59

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2. General
3. Trouble with Segmentation

Hi Irene, By default, our machine learning models should predict target segmentation regions as positive classes. In your case, we suspect that you are training your model with your region of inter...

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• Eric Hu
• June 25, 2020 17:47
• Edited

1. Community
2. General
3. TensorFlow python notebooks

Hi One More Admin, For now we are not planning to rewrite the same template with TensorFlow again mainly because we've found Pytorch is much easier for beginners to pick up and involves less variat...

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• Eric Hu
• June 25, 2020 17:33