Tutorials

TTA

• 2019-12-20 Fri. Test Time Augmentation Tutorials TTA  Augmentation

Active Learning

• 2019-06-05 Wed. Active Learning 개요 Tutorials Active Learning

Reinforcement Learning

• 2019-05-30 Thu. CartPole 환경 강화학습 알고리즘 구현 Tutorials Reinforcement Learning

AutoML

• 2019-05-15 Wed. H2O AutoML 시작하기 Tutorials AutoML  H2O

Kaggle

• 2019-03-26 Tue. 종료된 Kaggle 대회의 솔루션 링크 Tutorials Kaggle
• 2019-03-26 Tue. Ben Hamner의 Createing your AI projects on Kaggle 번역 Tutorials Kaggle
• 2019-03-19 Tue. Kaggle manual Tutorials Kaggle

XAI

• 2019-03-26 Tue. Individual Conditional Expectation(ICE) Tutorials XAI
• 2019-03-21 Thu. Partial Dependence Plot(PDP) Tutorials XAI
• 2019-03-20 Wed. NeuralNet 만들기 Tutorials XAI  Multi-Classification
• 2019-03-20 Wed. iris 데이터 설명 Tutorials XAI
• 2019-03-20 Wed. Introduction to XAI Tutorials XAI

Anomaly Detection

• 2019-03-21 Thu. LSTM-AutoEncoder 이상감지 모델 Tutorials Anomaly Detection  LSTM  AutoEncoder
• 2019-03-20 Wed. 클러스터링 이상감지 모델 Tutorials Anomaly Detection  Clustering
• 2019-03-20 Wed. 클러스터링 기반 이상감지 모델 Tutorials Anomaly Detection  Clustering
• 2019-03-20 Wed. 이상감지와 데이터 Tutorials Anomaly Detection  Anomaly  Novelty
• 2019-03-19 Tue. 이상감지와 머신러닝 Tutorials Anomaly Detection  Detection Technique
• 2019-03-14 Thu. 이상감지 개요 Tutorials Anomaly Detection

Object Detection

• 2017-11-07 Tue. mAP (Mean Average Precision) Tutorials Object Detection
• 2017-09-29 Fri. 선택적 탐색 Tutorials Object Detection
• 2017-09-28 Thu. Intersection over Union Tutorials Object Detection
• 2017-09-27 Wed. 비최대값 억제 (NMS) 알고리즘 Tutorials Object Detection
• 2017-09-19 Tue. Keras 기반 F-RCNN 실습 Tutorials Object Detection  FRCNN