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Leegahaun's Projects

algorithm_interview_notes-chinese icon 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

chinese-character-recognition icon chinese-character-recognition

This project shows how to use CNN to perform Chinese character recognition, a much more complicated task compared to MNIST digit recognition.

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为15个章节,近20万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

easypr icon easypr

An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.

face_recognition icon face_recognition

项目名称为:自建数据集人脸识别。该项目利用电脑自带摄像头或者已有照片进行人脸数据集建立,再进行人脸检测,人脸识别,人脸预测,包括数据采集、数据预处理、建模、模型训练、模型使用预测全过程。项目使用Openc3进行数据采集、数据预处理,Keras 进行建模,模型参考了VGG16网络,包含4个卷积层,5个LeRu层,2个池化层,3个Dropout层,2个全连接层,1个flatten层,1个分类层,共18层。

glaucomatous-image-classification- icon glaucomatous-image-classification-

A MATLAB program to classify glaucomatous fundus images using HOG (Histogram of Oriented Gradients) feature descriptor with SVM and Naive Bayes Classifier

models icon models

Models and examples built with TensorFlow

opencv icon opencv

Open Source Computer Vision Library

ssd.tensorflow icon ssd.tensorflow

State-of-the-art Single Shot MultiBox Detector in Pure TensorFlow

ssd_keras icon ssd_keras

Port of Single Shot MultiBox Detector to Keras

tensorflow-vgg16-train-and-test icon tensorflow-vgg16-train-and-test

The purpose of this program is for studying. Using tensorflow trains the vgg16 and recognizes only two kinds of picture(cat and dog).

understand_facenet icon understand_facenet

整理和注释了facenet的代码,以便更好地理解facenet的代码。源代码地址:https://github.com/davidsandberg/facenet

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