My machine learning & deep learning projects

• Pill Detection & Classification Deep Learning Project
  Check Presentation PPT (Korean)
  1. Data Preprocessing: Image Auto Crop, Image Augmentation
  2. Model Training: using Xception, ResNet 50, DenseNet 121
  3. Data Base & Prediction Presentation
  


• Stanford Course: CS231n Convolutional Neural Networks for Visual Recognition (2017) Assignments
  1. Assignment 1


• Books:
  <파이썬 라이브러리를 활용한 머신러닝> intro_to_ml
  <밑바닥부터 시작하는 딥러닝> deep_learning_from_scratch