Applications |
DL-ch10-ObjectDetection |
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DL-ch10-Segmentation |
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Videos for Semantic Segmentation/Object Detection |
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DL-ch11-Generative models |
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Supervised Learning |
DL-ch08-LatestCNNs |
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DL-ch9-RNN Transformer |
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Background |
DL-ch01-Intro. to course |
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DL-ch02-Image-Classification |
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Video - 02LinearRegression-update |
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DL-ch03-Loss |
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Video - DL-ch03-Loss、ch04-Backpropagation |
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DL-ch04-Backpropagation |
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DL-ch05-CNNs LeNet5 |
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Video - DL-ch05-CNNs and LeNet |
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DL-ch06-Activation-Initial-normalization |
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DL-ch07-Optimizer-LR-Hyper-param |
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線上課程 (3/26-4/8) |
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DL-ch08-Deep Learning Implementation |
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Final Project |
DL-ch05-Guide to Final Project |
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6/18 各組ppt |
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06/18 期末報告評分表 |
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