Young Woo Nam's Projects
A simple deep learning library for estimating a set of tags and extracting semantic feature vectors from given illustrations.
Image augmentation for machine learning experiments.
KoAlpaca: ํ๊ตญ์ด ๋ช
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Code base for the Learning PySpark book (in preparation)
Code repository for Joint Body Parsing & Pose Estimation Network, T-PAMI 2018
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Code of the IPython Minibook, 2nd edition (2015)
Natural Language Processing Papers
Open Source Computer Vision Library
Code repository for Python Data Science Essentials Second Edition published by Packt
https://arxiv.org/abs/2005.05207
Diverse Image Generation via Self-Conditioned GANs
Manga/Comics Translation Helper Tool
Small Matlab to Python compiler
Sorting Google Scholar search results based on the number of citations
Fundamentals of Spark with Python (using PySpark), code examples
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
[ICCV 2019] Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0็ๅ
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Wasserstein DCGAN in Tensorflow/Keras