Image Augmentation

13 Pytorch Image Augmentation Methods Summary (With Code)

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13 Pytorch Image Augmentation Methods Summary (With Code)

Click the "Xiaobai Learns Vision" above, choose to add "Star" or "Top" Heavyweight content delivered at the first time Author丨Jiefa Shouzhangsheng@Zhihu Link丨https://zhuanlan.zhihu.com/p/559887437 Using data augmentation techniques can increase the diversity of images in the dataset, thereby improving the performance and generalization ability of the model. The main image augmentation techniques include: Resize Grayscale Transformation Normalization … Read more

Comprehensive Guide to Image Augmentation Using Pytorch

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Comprehensive Guide to Image Augmentation Using Pytorch

Click on the above“Beginner’s Vision Learning” to selectStar or “Top” Important content delivered at the first time Recently, in a research project, I started to understand the importance of image augmentation techniques. The goal of the project is to train a robust generative model capable of reconstructing the original image. The problem being addressed is … Read more

13 Image Augmentation Methods in Pytorch

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13 Image Augmentation Methods in Pytorch

MLNLP(Machine Learning Algorithms and Natural Language Processing) community is a well-known natural language processing community both domestically and internationally, covering NLP graduate students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. … Read more

13 Practical Image Augmentation Techniques in Pytorch (With Code)

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13 Practical Image Augmentation Techniques in Pytorch (With Code)

Author丨Jiefa Shouzhangsheng@Zhihu Link丨https://zhuanlan.zhihu.com/p/559887437 Using data augmentation techniques can increase the diversity of images in the dataset, thereby improving the model’s performance and generalization ability. The main image augmentation techniques include: Resizing Grayscale Transformation Normalization Random Rotation Center Cropping Random Cropping Gaussian Blur Brightness and Contrast Adjustment Horizontal Flip Vertical Flip Gaussian Noise Random Blocks Central … Read more

Data Regression Prediction Using CNN with MATLAB Code

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Data Regression Prediction Using CNN with MATLAB Code

1 Content Introduction The safe and stable operation of the power system is closely related to the development of the national economy and the safety of personal property. Accurate short-term load forecasting results are important for the power grid to guide the power system in formulating generation plans, coordinating unit operations, scheduling load distribution, and … Read more