목록YAI 11기 (3)

연세대 인공지능학회 YAI

[PytorchZeroToAll] Deep Learning Introduction

YAI 11기 조믿음님이 기초부원팀에서 작성한 글입니다 Study Material PyTorchZeroToAll Lecture 1 ~ 11 모두를 위한 딥러닝 시즌 2 Lab 1 ~ 6 Index What is Machine Learning? Linear Model Linear Regression Gradient Descent Back Propagation Chain Rule Review Logistic Regression Binary Prediction Sigmoid Function Binary Cross Entropy Loss Softmax Classifier Softmax Function PyTorch Basics Discussion What is Machine Learning/Deep Learni..
강의 & 책/PyTorchZeroToAll 2023. 3. 4. 15:04
[논문 리뷰] U-Net: Convolutional Networks for Biomedical Image Segmentation

U-Net: Convolutional Networks for Biomedical Image Segmentation ** YAI 10기 안정우님이 비전논문기초팀에서 작성한 글입니다. Abstact Present a network and training strategy that relies on the strong use of data augmentation Use available annotated samples more efficiently The architecture consists of a Contracting path and a symmetric Expanding path Contracting path Captures content Expanding path Enables precise local..
컴퓨터비전 : CV 2023. 3. 4. 14:51
[논문 리뷰] GoogLeNet : Going deeper with convolutions

YAI 11기 최가윤님이 작성한 글입니다. [GoogLeNet] Going deeper with convolutions (2015 CVPR) Reference https://arxiv.org/pdf/1409.4842.pdf https://en.wikipedia.org/wiki/Gabor_filter [GoogLeNet (Going deeper with convolutions) 논문 리뷰]https://phil-baek.tistory.com/entry/3-GoogLeNet-Going-deeper-with-convolutions-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0 Abstract Improved utilization of the computing resources inside..
컴퓨터비전 : CV/CV 논문 리뷰 2023. 3. 4. 14:48
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