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zuoshaobo's Projects

adaboost icon adaboost

Small and easy C++ AdaBoost Implementation

advanced-lane-detection icon advanced-lane-detection

Developed a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car. Detect lane lines in a variety of conditions, including changing road surfaces, curved roads, and variable lighting.

audio2mp4 icon audio2mp4

Write Audio Data to Mp4 file using iOS native APIs

augmentor icon augmentor

Image augmentation library in Python for machine learning.

c3d icon c3d

C3D for Keras (only Tensorflow backend at the moment) with easy preprocessing and automatic downloading of TF format sports1M weights

caffe-face icon caffe-face

This branch is developed for deep face recognition

caffe-roc icon caffe-roc

a simple script to extract deep feature from caffe model, and test ROC on the LFW database.

cnn_face_detection icon cnn_face_detection

Implementation based on the paper Li et al., “A Convolutional Neural Network Cascade for Face Detection, ” 2015 CVPR

convlstm icon convlstm

Convolutional LSTM for video segmentation with Keras

cudakalmanfilter icon cudakalmanfilter

Implemented the Kalman Filter Algorithms on GPU using CUDA programming language. Analysed the run-time performance gain obtained by parallel computation of the various stages of the algorithm.Speed up of 1000x is observed for large input sets.

cudasift icon cudasift

A CUDA implementation of SIFT for NVidia GPUs (2.6 ms on a GTX 1060)

darknet-1 icon darknet-1

darknet深度学习框架源码分析:详细中文注释,涵盖框架原理与实现语法分析

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcgan_code icon dcgan_code

Deep Convolutional Generative Adversarial Networks

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