laizizhandi's repositories
awesome-image-classification
A curated list of deep learning image classification papers and codes
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
caffe
Caffe: a fast open framework for deep learning.
caffe-model
Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks
caffe-model-zoo
caffe pretrained models and prototxt
caffe-segnet-cudnn5
This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.
CAM
Class Activation Mapping
chainercv
ChainerCV: a Library for Deep Learning in Computer Vision
determination-of-identity
Caffe Siamese Network and Similarity by feature vector.
dlcv_for_beginners
《深度学习与计算机视觉》配套代码
Ensemble-Methods-for-Image-Classification
In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.
Faster_RCNN_OpenCV_Python
Faster RCNN with OpenCV in Python
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ImageStitch
A Fast Algorithm for Material Image Sequential Stitching
irop-iqa
Automated fundus image quality assessment tool for use in retinopathy of prematurity
machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接
MobileNetV2
A Tensorflow implementation of MobileNet V2
models
Models and examples built with TensorFlow
opencv
Open Source Computer Vision Library
opencv_extra
OpenCV extra data
pandas-tutorial
适合初级到中级晋升者，有了体系之后就看熟练度了。
PythonSIFT
A clean and concise Python implementation of SIFT (Scale-Invariant Feature Transform)
pytorch-sift
PyTorch implementation of SIFT descriptor
Rdatasets
An archive of datasets distributed with R
Rop_
Original code of the paper “Automated identification of retinopathy of prematurity by image-based deep learning”
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard
TensorFlow-Tutorials-Chinese
TensorFlow 中文教程 (Chinese Tutorials)
tensorflow-vgg
VGG19 and VGG16 on Tensorflow
Tensorflow_tfrecords_train
Tensorflow uses tfrecords training network