Category "transfer-learning"

Why does the freezeWeights fucntion not work for me in MatLab?

I am following the mathswork tutorial for transfer learning on the GoogLenet, and when it comes to the freezeWeights function, it just doesn't work for me, and

Hyperparameter optimization of transfer learning model with Keras Tuner

I want to perform hyperparameter optimization on my transfer learning model using Keras Tuner. I am not sure how to do this since I have two stages of training,

How to use Transfer Learning for Text classification in Apples Create ML?

I was watching https://developer.apple.com/videos/play/wwdc2019/428/, where Transfer Learning is used for text classification in Create ML. I wanted to do the s

How to retrieve trained Hyperparameters in Facebook Prophet (Python)?

I want to retrieve the hyperparameters after training a time-series model using Facebook Prophet, so that I can use the learned values in a second model. Here's

What is the meaning of "trainable_weights" in Keras?

If I freeze my base_model with trainable=false, I get strange numbers with trainable_weights. Before freezing my model has 162 trainable_weights. After freezin

What is the meaning of "trainable_weights" in Keras?

If I freeze my base_model with trainable=false, I get strange numbers with trainable_weights. Before freezing my model has 162 trainable_weights. After freezin

How to transfer learning or fine tune YOLOv4-darknet with freeze some layers?

I'm a beginner in object detection field. First, I followed YOLOv4 custom-train from here, I have successfully followed the tutorial. Then I started to think th

TypeError: __array__() takes 1 positional argument but 2 were given?

I am working on transfer learning for an image classification task. The training generator is as follows: train_generator = train_datagen.flow_from_directory(

load_from_checkpoint fails after transfer learning a LightningModule

I try to transfer learn a LightningModule. The relevant part of the code is this: class DeepFilteringTransferLearning(pl.LightningModule): def __init__(self

Pretraining a language model on a small custom corpus

I was curious if it is possible to use transfer learning in text generation, and re-train/pre-train it on a specific kind of text. For example, having a pre