Kayo YininTowards Data ScienceHow to Write a Successful Statement of Purpose for the Top Schools to Study AI8 tips with examples that helped me get admitted to Carnegie Mellon University, Stanford, UC BerkeleyJul 26, 20203Jul 26, 20203
Kayo YininTowards Data ScienceOvercome Overfitting During Instance Segmentation with Mask-RCNNTraining Mask-RCNN on only 1,349 annotated imagesDec 20, 20192Dec 20, 20192
Kayo YininTowards Data ScienceStep-by-Step Signal Processing with Machine Learning: Manifold LearningTutorial on how to perform non-linear dimensionality reduction with Isomap and LLE in Python from scratchDec 6, 20191Dec 6, 20191
Kayo YininTowards Data ScienceHow to Train StyleGAN to Generate Realistic FacesWhy StyleGAN outperforms other models for face generation and how to train your own StyleGANNov 18, 20191Nov 18, 20191
Kayo YininTowards Data ScienceStep-by-Step Signal Processing with Machine Learning: PCA, ICA, NMFTutorial on how to implement dimensionality reduction with PCA and source separation with ICA and NMF in Python from scratchNov 12, 20193Nov 12, 20193
Kayo YininTowards Data ScienceLatest Winning Techniques for Kaggle Image Classification with Limited DataTutorial on how to prevent your model from overfitting on a small dataset but still make accurate classificationsOct 21, 20195Oct 21, 20195
Kayo YininIlluinUnsupervised Question AnsweringHow to train a model to answer questions when you have no annotated dataOct 17, 20192Oct 17, 20192
Kayo YininTowards Data ScienceMaking Convolutional Networks Shift-Invariant AgainWhat’s wrong with modern convolutional networks and how can we fix them? If you use CNNs, you may want to read this.Oct 16, 2019Oct 16, 2019
Kayo YininIlluinCleaning Up Dirty Scanned Documents with Deep LearningCNN & CycleGAN approaches for denoising image documentsJul 30, 20192Jul 30, 20192