Chia-Hung Yuan (@lionelmessi6410)
github

lionelmessi6410

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Top repositories

1

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.
Jupyter Notebook
86
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2

awesome-real-world-adversarial-examples

😎 A curated list of awesome real-world adversarial examples resources
56
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3

ntga

Code for "Neural Tangent Generalization Attacks" (ICML 2021)
Python
42
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4

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).
Python
38
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5

tensorflow2-cifar

95.76% on CIFAR-10 with TensorFlow2
Python
30
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6

Face-Detection-with-a-Sliding-Window

Face detection based on SVM(Support Vector Machine).
HTML
13
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7

Panorama-Stitching

Create a panorama stitching image based on multiple images.
Python
10
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8

Image-Filtering-and-Hybrid-Images

Create a image filtering algorithm and generate hybrid images from two distinct images by filtering them with gaussian filter.
Python
7
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9

bert-multi-gpu

Multi-GPU version of BERT, implemented with Tensorflow 1.9
Python
4
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