Questions tagged [mobile-net-v2]
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6 questions
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How to fix segmentation model producing black segmentation masks?
Apologies in advance for incorrect formatting, I've been kindly sent here after posting my question on StackOverflow.
We're training a segmentation model using Snapchat's template for custom ...
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how to determine the number of units for dense layer for transfer learning?
I'm using MobileNetV2 for classification, and I want to add dense layers(i remove the last layer of the MobileNetV2 model). How do I choose the number of units for the dense layer after obtaining the ...
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MobileNet validation loss not decreasing over time
I am trying to train a MobileNetV2 on a custom dataset, to image Classification task.
Cardinality is 864 images, split in 70%/20%/10%, balanced between the 3 different classes.
Weights are pre-loaded ...
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MobileNetV2 - Some particularities
So I was studying MobileNetV2 architecture and came across this table from the original paper that represents its architecture:
Table Description: "Table 2: MobileNetV2 : Each line describes a ...
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Metrics using batches v/s metrics using full dataset
I am using training an image classification model using the pre-trained mobile network. During training, I am seeing very high values (more than 70%) for Accuracy, Precision, Recall, and F1-score on ...
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If I use MobileNetV2 for the encoder, can I use a different architecture for the decoder?
I have way more unlabeled data than labeled data. Therefore I would like to train an autoencoder using MobileNetV2 as the encoder. Then I will use the pre-trained model for the classification of the ...
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