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
-
Lectures & Assignments:
1. Stanford Course: CS231n Convolutional Neural Networks for Visual Recognition (stanford_cs231n)
2. Coursera Course: Machine Learning (coursera_ml)
-
Books:
1. 파이썬 라이브러리를 활용한 머신러닝 (intro_to_ml)
2. 밑바닥부터 시작하는 딥러닝 (deep_learning_from_scratch)