CS231n - Convolutional Neural Networks for Visual Recognition (Spring 2017)

• CS231n - Convolutional Neural Networks for Visual Recognition (Spring 2017)
• 视频/Lecture 1 - Introduction to Convolutional Neural Networks for Visual Recognition.mp4 203.5 MB
• 视频/Lecture 1 - Introduction to Convolutional Neural Networks for Visual Recognition.srt 79.4 KB
• 视频/Lecture 10 - Recurrent Neural Networks.mp4 433.9 MB
• 视频/Lecture 10 - Recurrent Neural Networks.srt 148.1 KB
• 视频/Lecture 11 - Detection and Segmentation.mp4 507.9 MB
• 视频/Lecture 11 - Detection and Segmentation.srt 132 KB
• 视频/Lecture 12 - Visualizing and Understanding.mp4 572.1 MB
• 视频/Lecture 12 - Visualizing and Understanding.srt 145 KB
• 视频/Lecture 13 - Generative Models.mp4 466.2 MB
• 视频/Lecture 13 - Generative Models.srt 115.5 KB
• 视频/Lecture 14 - Deep Reinforcement Learning.mp4 377.6 MB
• 视频/Lecture 14 - Deep Reinforcement Learning.srt 104.1 KB
• 视频/Lecture 15 - Efficient Methods and Hardware for Deep Learning.mp4 614.3 MB
• 视频/Lecture 15 - Efficient Methods and Hardware for Deep Learning.srt 94.5 KB
• 视频/Lecture 16 - Adversarial Examples and Adversarial Training.mp4 473 MB
• 视频/Lecture 16 - Adversarial Examples and Adversarial Training.srt 139.7 KB
• 视频/Lecture 2 - Image Classification.mp4 395.2 MB
• 视频/Lecture 2 - Image Classification.srt 112.3 KB
• 视频/Lecture 3 - Loss Functions and Optimization.mp4 502.5 MB
• 视频/Lecture 3 - Loss Functions and Optimization.srt 133.2 KB
• 视频/Lecture 4 - Introduction to Neural Networks.mp4 416.8 MB
• 视频/Lecture 4 - Introduction to Neural Networks.srt 119.6 KB
• 视频/Lecture 5 - Convolutional Neural Networks.mp4 454.9 MB
• 视频/Lecture 5 - Convolutional Neural Networks.srt 106 KB
• 视频/Lecture 6 - Training Neural Networks I.mp4 508.4 MB
• 视频/Lecture 6 - Training Neural Networks I.srt 127 KB
• 视频/Lecture 7 - Training Neural Networks II.mp4 458.7 MB
• 视频/Lecture 7 - Training Neural Networks II.srt 142.6 KB
• 视频/Lecture 8 - Deep Learning Software.mp4 488 MB
• 视频/Lecture 8 - Deep Learning Software.srt 145.9 KB
• 视频/Lecture 9 - CNN Architectures.mp4 516.1 MB
• 视频/Lecture 9 - CNN Architectures.srt 115.2 KB
• 课件/cs231n_2017_lecture1.pdf 16.2 MB
• 课件/cs231n_2017_lecture10.pdf 5.6 MB
• 课件/cs231n_2017_lecture11.pdf 7.2 MB
• 课件/cs231n_2017_lecture12.pdf 15.8 MB
• 课件/cs231n_2017_lecture13.pdf 4.3 MB
• 课件/cs231n_2017_lecture14.pdf 1.6 MB
• 课件/cs231n_2017_lecture15.pdf 8 MB
• 课件/cs231n_2017_lecture16.pdf 4.7 MB
• 课件/cs231n_2017_lecture2.pdf 5.3 MB
• 课件/cs231n_2017_lecture3.pdf 4.6 MB
• 课件/cs231n_2017_lecture4.pdf 2.6 MB
• 课件/cs231n_2017_lecture5.pdf 10.4 MB
• 课件/cs231n_2017_lecture6.pdf 3 MB
• 课件/cs231n_2017_lecture7.pdf 2.7 MB
• 课件/cs231n_2017_lecture8.pdf 4.5 MB
• 课件/cs231n_2017_lecture9.pdf 2.3 MB

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