Deep Learning
Deep Learning
Silabus
Topik 1 - Intro Deep Learning
Topik 2 - Intro CNN
Topik 3 - Object Detection and Recognition
Topik 4 - Image Processing (Face Recognition)
Topik 5 - Data preprocessing
Topik 6 - Object Recognition with CNN
Topik 7 - Custom Dataset
Topik 8 - Dataset Labelling Process
Topik 9 - Data Augmentation
Topik 10 - CUDA Installation
Topik 11 - Object Recognition with YOLOv5, YOLOv6
Topik 12 - Object Recognition with YOLOv7
Topik 13 - Object Recognition with YOLOv8
Topik 14 - Object Recognition with YOLOv9
Topik 15 - Object Recognition with YOLOX
Topik 16 - Project Presentation
Penilaian
Tugas 1 : 10%
Tugas 2 : 20%
PROJECT : 30%
TAS : 40%
christine.dewi13@gmail.com
christine.dewi@uksw.edu,