機器學習實務:圖片分類
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你可以依據偏好儲存及分類內容。
後續步驟
如要進一步瞭解圖片分類和卷積類神經網路,請參閱「
其他參考資料」一節。
如要進一步瞭解機器學習,請參閱「與 Google AI 一起學習」專頁。
延伸閱讀
A. Geitgey。「機器學習很有趣!第 3 部分:深度學習和卷積類神經網路。2016 年 6 月 13 日。
U. Karn (ujjwalkarn)。「An Intuitive Explanation of Convolutional Neural Networks」(卷積類神經網路的直覺性說明)。2016 年 8 月 11 日。
A. Karpathy。「在 ImageNet 上與 ConvNet 競爭所學到的事」。2014 年 9 月 2 日。
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A.
Karpathy, A. Khosla, M. Bernstein, A. Berg, L. 飛飛,「ImageNet Large Scale Visual Recognition Challenge」。2014 年 9 月 1 日。
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上次更新時間:2025-01-13 (世界標準時間)。
[null,null,["上次更新時間:2025-01-13 (世界標準時間)。"],[[["\u003cp\u003eThis content directs users to further resources for learning about image classification and convolutional neural networks.\u003c/p\u003e\n"],["\u003cp\u003eReaders are encouraged to explore external websites like "Learn with Google AI" and various articles for a deeper understanding of the subject.\u003c/p\u003e\n"],["\u003cp\u003eArticles by Geitgey, Karn, Karpathy, and Russakovsky et al.are recommended for supplementary information.\u003c/p\u003e\n"]]],[],null,["# ML Practicum: Image Classification\n\n\u003cbr /\u003e\n\nNext Steps\n----------\n\nSee the [Additional Reading](#additional-reading) section for more resources on image classification and convolutional neural networks.\n\n\u003cbr /\u003e\n\nAnd visit [Learn with Google AI](https://ai.google/education/) to continue your machine learning education.\n\n\n### Additional Reading\n\nA. Geitgey. \"[Machine Learning is Fun! Part 3: Deep Learning and Convolutional Neural Networks](https://medium.com/@ageitgey/machine-learning-is-fun-part-3-deep-learning-and-convolutional-neural-networks-f40359318721).\" June 13, 2016.\n\nU. Karn (ujjwalkarn). \"[An Intuitive Explanation of Convolutional Neural Networks](https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/).\" August 11, 2016.\n\nA. Karpathy. [\"What I learned from competing against a ConvNet on ImageNet](http://karpathy.github.io/2014/09/02/what-i-learned-from-competing-against-a-convnet-on-imagenet/).\" September 2, 2014.\n\nO. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A.\nKarpathy, A. Khosla, M. Bernstein, A. Berg, L. Fei-Fei. \"[ImageNet Large Scale Visual Recognition Challenge](https://arxiv.org/abs/1409.0575).\" September 1, 2014."]]