huangsiyu's repositories
10-steps-to-become-a-data-scientist
📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
albumentations
fast image augmentation library and easy to use wrapper around other libraries
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
awesome-face
😎 face releated algorithm, dataset and paper
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
deep_learning_object_detection
A paper list of object detection using deep learning.
deeplearning-models
A collection of various deep learning architectures, models, and tips
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
Face_Pytorch
face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on
ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
imgaug
Image augmentation for machine learning experiments.
leeml-notes
李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes
ml-mastery-zh
:book: [译] MachineLearningMastery 博客文章
mmdetection
Open MMLab Detection Toolbox and Benchmark
model-optimization
A suite of tools that users, both novice and advanced, can use to optimize machine learning models for deployment and execution.
models
Models and examples built with TensorFlow
pyre-check
Performant type-checking for python.
PySnooper
Never use print for debugging again
Python
All Algorithms implemented in Python
python-cheatsheet
Comprehensive Python Cheatsheet
QNNPACK
Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
SeetaFace2
SeetaFace 2
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
torchcv
A PyTorch-Based Framework for Deep Learning in Computer Vision
Virgilio
Your new Mentor for Data Science E-Learning.
YOLOv3-model-pruning
对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变