Introduction to Convolutional Neural Networks

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Event address: CSDN 21-day Learning Challenge

Wednesday August 3rd, 2022 Light rain

Creative Project

Opportunity: Record the growth of Deep Learning Xiaobai
Expectation: At least 21 days/article output to share deep learning related notes
Vision: To be able to keep writing and keep updating

time	Theme	Content	Progress
2022-08-01	Hello world,Hello CNN MNIST!	Deep learning cloud environment experience, understand the deep learning framework	Completed
2022-08-02	Deep learning, "grass and grass" first - Talking about the way of data set acquisition	Master the way to obtain data sets and understand the processing methods of data sets in the deep learning framework	To be added
2022-08-03	Late night learning, just for "volume" - a detailed introduction to convolutional neural networks	Take weather recognition and clothing image classification as examples to explain convolutional neural networks	To learn

Concept

• Deep Learning
• Neural Network
• Convolutional Neural Network
• Data Preprocessing
• Normalization
• Model training, evaluation

Case 1: Weather Recognition

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Case 2: Apparel Image Classification

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