snrazavi / Deep_learning_in_python_2018
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Deep Learning in Python (PyTorch)
- HamYad Research Lab., University of Tabriz (2018)
- Course website
- YouTube videos (in Persian)
- All the implementations are based on PyTorch. To install PyTorch, please see here.
Contents
Week 0: Introduction
Part 1: Machine Vision
Week 1: Image Classification
Week 2: Face Recognition
Week 3: Object Localization and Classification
Week 4: Object Detection (Yolo2)
Part 2: Natural Language Processing
Week 5: Text Classification (Sentiment Analysis)
Week 6: Language Modelling
Week 7: Image Captioning
Week 8: Machine Translation (En to Per)
Assignments:
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