Regression with Keras
In this tutorial, you will learn how to perform regression using Keras and deep learning. You will learn how to train Keras neural network for regression and continuous value prediction, especially in the context of house price prediction.
Today's post begins a three part series on deep learning, regression and continu ...
Posted on Tue, 02 Nov 2021 06:36:06 -0400 by phpwiz
Use of Callbacks in Keras
Modules and methods
experimental module: Public API for tf.keras.callbacks.experimental namespace.
class BaseLogger : Callback that accumulates epoch averages of metrics
class CSVLogger : Callback that streams epoch results to a CSV file
class Callback: Abstract base class used to build new callb ...
Posted on Tue, 26 Oct 2021 03:39:36 -0400 by wafawj
1, Data preparation
1. Load dataset
2. Data processing
2-2. Single heat coding
2, Neural network fitting
1. Build neural network
2. Set optimizer, loss function
1. Backup image dataset
2. Forecast classification
3. Display results (plt)
Posted on Mon, 11 Oct 2021 14:50:39 -0400 by jswash
The author systematically summarizes Tensorflow's learning and notes in combination with Tensorflow learning web course in Peking University and some personal understandings, including the implementation and improvement of Tensorflow_keras, which constructs BP,CNN,RNN network models from the basic tensor creation to the in-depth construction, a ...
Posted on Thu, 07 Oct 2021 15:29:54 -0400 by spiceweasel
In essence, the attention mechanism in deep learning is similar to human selective visual attention mechanism. The core goal is to select information more critical to the current task goal from a large number of information. The attention mechanism is a kind of weighting.
Generally speaking, attention mechanism is ...
Posted on Sat, 18 Sep 2021 22:23:52 -0400 by cleromancer
Ignoring the new YoloX, it feels very interesting and repeats it.
https://github.com/bubbliiiing/yolox-keras You can order a star if you like.
Improvements to YoloX (incomplete)
1. Main Cadre: Focus network structure is used, which is a more interesting network structure used in YoloV5. The specific op ...
Posted on Fri, 17 Sep 2021 02:57:27 -0400 by davard