2017TJMtaotao's Projects
SVM tutorial
Recognize Chinese Driving license Plate
Using Libsvm and svm in opencv to recognize minist dataset
The prototype of the repository come from the svm_train.cpp in EasyPR. But this repository added HOG/SIFT/SURF feature as the input of SVM.
keras学习过程中的记录。包含mnist的cnn训练和预测代码;数字0-9和大写字母A-Z的车牌格式字符识别。
Automatic Number (License) Plate Recognition using Tensorflow Object Detection API
人脸检测MTCNN算法,采用tensorflow框架编写,从理解到训练,中文注释完全,含测试和训练,支持摄像头
主要对原tensorflow版本算法进行了网络修改,显示调整,数据处理等细节优化,详细说明了 从本地训练到serving端部署yolov3的整个流程,训练了Visdrone2019无人机数据集, 准确率 较高, 训练工业检测数据集(非80类中的一类),mAP为97.51,FPS在1080上测试15-20帧!
Tensorflow prebuilt binary for Windows
目标检测yolo算法,采用tensorflow框架编写,中文注释完全,含测试和训练,支持摄像头
借用他人代码,自己研究。从头开始训练yolo v1,可以使用自己训练集
pure tensorflow Implement of YOLOv3 with support to train your own dataset
tensorflow_alexnet_classify (details http://www.cnblogs.com/vipyoumay/p/7686230.html)
tensorflow GoogleNet inception V1 V2 V3 V4
A well-documented TensorFlow implementation of the YOLOv3 model.
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
Chinese text detection and recognition based on CTPN + DENSENET using Keras and Tensor Flow,使用keras和tensorflow基于CTPN+Densenet实现的中文文本检测和识别
Generate text images for training deep learning ocr model
TextBoxes re-implement using tensorflow
Textboxes_plusplus implementation with Tensorflow (python)
One has no future if one couldn't teach themself.
天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案
我的第一个微信小程序
Input files and scripts necessary to train the license plate detector.
cnn: vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152),.....
Temporally Identity-Aware SSD with Attentional LSTM
车牌识别
Udacity Data Science Nanodegree program, deep learning on Pytorch, image classification (flowers)
this is a simple demo for image segmentation.----unet网络进行语义分割的demo,用的数据集是KITTI