How to add the last classification layer in EfficieNet pre-trained ...
Jun 19, 2021 · I'm using the EfficientNet pre-trained model for my image classification project in Pytorch, and my purpose is to change the number of classes which is initially 1000 to 4. However, for that …
efficientnet.tfkeras vs tf.keras.applications.efficientnet
The efficientnet.tfkeras has 7 fewer non-trainable parameters than the tf.keras.applications model. The number of layers are not equal, the efficientnet.tfkeras has fewer layers than tf.keras.application model.
Code higher efficientnet models based on B0 model
Feb 2, 2025 · I wanted to utilize EfficientNet models for my study. However, while I was able to construct EfficientNet-B0, I'm stuck on the part on expanding it to it's higher models - B1, B2, so on..
Issues with keras Efficientnet import and Data Augmentation
Aug 10, 2020 · I tried --------- import efficientnet.keras as efficientnet - this worked. But still unsure how to take this further to preprocess my data.
How transfer learning on EfficientNets work for grayscale images?
Aug 18, 2020 · I have successfully implemented EfficientNet integration and modelization for grayscale images and now I want to understand why it works. Here the most important aspect is the grayscale …
How can I prune efficientnet parameters via pytorch?
May 9, 2023 · I am training a model with efficientnet pytorch and to reduce overfitting, I want to prune some of the parameters. My model is implemented as follows: import torchvision.models as models …
EfficientNet does not seem to present in keras.applications
I am trying to use the EfficientNet model from tf.keras but for some reason this does not seem to work. import tensorflow.keras.applications as apps help (apps) does not list EfficientNetB0 as a mo...
Image Classification Fine-Tuning With EfficientNet
Jan 28, 2023 · Image Classification Fine-Tuning With EfficientNet Asked 2 years, 11 months ago Modified 2 years, 5 months ago Viewed 774 times
load recent checkpoints with efficientnet - Stack Overflow
Mar 13, 2022 · I try to do transfer learning to efficientnet in tensorflow. I want to use noisy-student checkpoints instead of imagenet weights: model = …
what is the number of layers in EfficientNetB2? - Stack Overflow
Jan 2, 2022 · Knowing that the total number of layers in EfficientNet-B0 is 237 and in EfficientNet-B7 the total comes out to 813, what is the total number of layers in EfficientNetB2 ?