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.
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 …
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 …
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 ?
Keras. EfficientNetV2 doesn't converge while EfficientNet does
Jan 8, 2023 · Using transfer learning with EfficientNet (B4) for the image classification yielded decent results. Trying to run the same with the V2 gets stuck with no learning. Any idea what …
tensorflow - Transfer Learning in EfficientNet for Binary ...
Sep 25, 2024 · I've been trying to do transfer learning in EfficientNet in a binary classification task. My directory structure looks like this: training ├── label0 └── label1 validation ├── label0 …
ModuleNotFoundError: No module named 'official' - Stack Overflow
Oct 20, 2020 · pip install -U tf-models-official If you have multiple versions then its better to: pipVERSION install -U tf-models-official Where VERSION is like pip3.7
Python cannot find modules 'official.legacy' and …
Jun 7, 2023 · I'm trying to install and run Tensorflow on my Windows computer without using the GPU for now, but even after having followed all the steps in the Tensorflow Api Detection API …
How to implement GradCAM on a trained network - pytorch
May 30, 2022 · I am currently working on my thesis and I am working with medical images. I want to add some GradCam visualisation on the outcome of my model. I am using a pretrained …
Unable to use EfficientNet with transfer learning - Stack Overflow
May 19, 2021 · For EfficientNet, input preprocessing is included as part of the model (as a Rescaling layer), and thus tf.keras.applications.efficientnet.preprocess_input is actually a pass …