Chia-Hung Yuan's repositories
Neural-Networks-from-Scratch
In this tutorial, you will learn the fundamentals of how you can build neural networks without the help of the deep learning frameworks, and instead by using NumPy.
awesome-real-world-adversarial-examples
😎 A curated list of awesome real-world adversarial examples resources
Scene-Recognition-with-Bag-of-Words
Solve classical computer vision topic, image recognition, with simplest method, tiny images and KNN(K Nearest Neighbor) classification, and then move forward to the state-of-the-art techniques, bags of quantized local features and linear classifiers learned by SVC(support vector classifier).
tensorflow2-cifar
95.76% on CIFAR-10 with TensorFlow2
Face-Detection-with-a-Sliding-Window
Face detection based on SVM(Support Vector Machine).
Panorama-Stitching
Create a panorama stitching image based on multiple images.
Image-Filtering-and-Hybrid-Images
Create a image filtering algorithm and generate hybrid images from two distinct images by filtering them with gaussian filter.
bert-multi-gpu
Multi-GPU version of BERT, implemented with Tensorflow 1.9