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Introduction to Convolutional Neural Networks
2022-08-04 06:19:00 【language】
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
via
Case 2: Apparel Image Classification
via
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