Category "transfer-learning"

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