Systematic Review https://signate.jp/competitions/471 from the findings of the prizewinners 入賞者の方々のプレゼンからのメモです […]
カテゴリー
カテゴリー: 深層学習
Various sequence to sequence architectures Basic Models Sequence to sequence model \(x\): Jane visite l’ […]
Introduction to Word Embeddings Word Representation Word representation \[V=[a,aaron,…,zulu,<UNK>] […]
Why sequence models Examples of sequence data Speech recognition x: wave🌊 y: “The quick brown fox jumped […]
[mathjax] Face Recognition What is face recognition? Face verification vs. face recognition Verification Input […]
Key Concepts Remember the vocabulary of object detection (landmark, anchor, bounding box, grid, …) Under […]
Key Concepts Understand and Implement a Residual network Clone a repository from github and use transfer learn […]
Key Concepts Understand the convolution operation Understand the pooling operation Remember the vocabulary use […]
Key Concepts Understand what multi-task learning and transfer learning are Recognize bias, variance and data-m […]
Key Concepts Apply satisficing and optimizing metrics to set up your goal for ML projects Take the correct ML […]