VISI KOMPUTER
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Pekan ke-1
[SLIDE] COURSE INTRODUCTION
[RECORDING] Introduction to Computer Vision
[SLIDE] Teaching Computers to Understand Pictures
[URL] Everything You Ever Wanted To Know About Computer Vision.
[ASSIGNMENT] Exercise 1 Python with Numpy
[QUIZ] 1: Pengenalan VIsi Komputer dan Python
FORUM DISKUSI: Pendahuluan visi komputer
Pekan ke-2
[SLIDE] Milestone, Tantangan, dan Peluang pada Sistem Pengenalan/Deteksi Objek
[RECORDING] Tantangan dan milestone pada sistem pengenalan objek
[VIDEO] State of Computer Vision by Andrew Ng
[EKSPLORASI] Introduction to TensorFlow
[QUIZ] 2: Introduction to TensorFlow
FORUM DISKUSI: Tantangan dan milestones pada sistem pengenalan objek
UJIAN TENGAH SEMESTER (UTS)
File submission UTS
Pekan ke-3, 4
[SLIDE] Berbagai metode pengolahan citra digital dan perannya pada sistem pengenalan objek
[RECORDING] Peran Pengolahan Citra Digital di Computer Vision
[ASSIGNMENT-2] Image Preprocessing menggunakan ImageGenerator
[QUIZ-3] Image Preprocessing using ImageGenerator
FORUM DISKUSI: peran pengolahan citra dalam sistem pengenalan objek
Pekan ke-5
[SLIDE] Machine Learning Overview
[SLIDE] Berbagai contoh studi kasus
[RECORDING] Peran machine learning pada Computer Vision
[RESOURCE LAINNYA] presentasi Machine Learning in Computer Vision (Fei-Fei Li)
[PRESENSI & CURHAT] PEKAN KE-5
[ASSIGNMENT-3] Klasifikasi cats vs dogs menggunakan supervised learning
[Repository] file notebook pengantar machine learning
[QUIZ-4] Pembelajaran Mesin dalam Sistem Pengenalan Objek
FORUM DISKUSI: peran machine learning dalam sistem pengenalan objek
Pekan ke-6,7
[SLIDE] Feature Engineering
[RECORDING] Feature engineering
[SLIDE] Presentasi Machine Learning in Computer Vision (Fei-Fei Li)
[URL] Histogram of Oriented Gradients (HOG)
Contoh notebook penggunaan HOG untuk deteksi wajah
[ASSIGNMENT-4] Perbandingan Pengaruh Ekstraksi Fitur pada Klasifikasi cats vs dogs
FORUM DISKUSI: feature engineering pada sistem pengenalan objek
Pekan ke-8, 9, 10
[SLIDE] Deep Learning pada Sistem Pengenalan Objek
[SLIDE] Deep Learning - CNN
[SLIDE] CNN architecture - Stanford Univ
[RECORDING] CNN
[VIDEO] berisi contoh CNN oleh Andrew Ng
[URL] A guide to convolution arithmetic for deep learning by Dumuolin and Visin
[ASSIGNMENT 5] Cats vs Dogs Classification
[ASSIGNMENT 6] Sign Language Classification
[QUIZ-5] Neural Network and Deep Learning
FORUM DISKUSI: CNN pada sistem pengenalan objek
FINAL PROJECT
PROJECT PROPOSAL - 8 DESEMBER 2021
PROGRESS REPORT - 29 DESEMBER 2021
FINAL REPORT - 14 JANUARI 2022
SOURCE CODE - 14 JANUARI 2022
VIDEO PRESENTATION - 18 JANUARI 2022
Pekan ke-11, 12, 13
[SLIDE] Sistem Deteksi Objek
[COLAB] How to Train YOLOv5 on Custom Objects
[VIDEO] Object Detection from Andrew Ng (deeplearning.ai)
[Paper] Object Detection with Deep Learning (A Review)
[ASSIGNMENT-7] YOLO
[QUIZ-6] Deteksi Objek
FORUM DISKUSI: sistem deteksi objek
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