Questions tagged [mobile-net-v2]
The mobile-net-v2 tag has no usage guidance.
4
questions
0
votes
1
answer
52
views
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 ...
- 1
1
vote
1
answer
80
views
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 ...
- 17
0
votes
1
answer
122
views
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 ...
- 151
1
vote
2
answers
2k
views
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 ...
- 205