TensorFlow (project) Keras handwritten numeral recognition

catalogue Achievement display Basic theory   1, Data preparation 1. Load dataset 2. Data processing 2-1. Normalization 2-2. Single heat coding 2, Neural network fitting 1. Build neural network 2. Set optimizer, loss function 3. Training 3, Forecast 1. Backup image dataset 2. Forecast classification 3. Display results (plt) ...

Posted on Mon, 11 Oct 2021 14:50:39 -0400 by jswash

Tensorflow&numpy&keras'most detailed learning notes (with sample code and exercise program for each function)

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

Hybrid attention mechanism (CABM keras code reproduction)

    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

Intelligent Target Detection 52 - Keras Builds YoloX Target Detection Platform

Learning Preface Ignoring the new YoloX, it feels very interesting and repeats it. Source Download 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