Deep learning -- TensorFlow (project) recognizes your own handwritten digits (based on CNN convolutional neural network)

catalogue Basic theory   1, Training CNN convolutional neural network 1. Load data 2. Change data dimension 3. Normalization 4. Unique heat coding 5. Build CNN convolutional neural network   5-1. First layer: the first convolution layer 5-2. Second layer: second convolution layer 5-3. Flattening 5-4. The third layer: the fi ...

Posted on Thu, 14 Oct 2021 23:43:37 -0400 by jakebur01

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

[Linux] take the matching system as an example to get started with the Thrift framework

[Linux] take the matching system as an example to get started with the Thrift framework Reference blogs / articles: Detailed explanation of Apache Thrift series (I) - overview and introduction acwing Linux basic course (mainly refer to the tutorial here) You'll know what RPC is after reading it thrift official website c + + parallel programmin ...

Posted on Fri, 01 Oct 2021 15:02:47 -0400 by victor78