Image recognition model collection

Collection of classic image recognition models, e.g.ResNet, Alexnet, VGG19, inception_V4 in Tensorflow.

The format of dataset

Firstly, Use unzip data.zip to unzipped it, and then images belonging to different categories are placed in different folders.

Training networks

models	paper	commands	introduction
Alexnet	Alexnet	python main.py --type_of_model Alexnet	Alexnet
VGG19	VGG19	python main.py --type_of_model VGG19	VGG19
Inception_V4	Inception_V4	python main.py --type_of_model inception_V4	Inception_V4
ResNet	ResNet	python main.py --type_of_model ResNet --resnet_type 50	ResNet

The Accuracy of training and validing images

An explanation

It's easy to use the above recognition models with kears, but by reading papers and analyzing source code, which could help in improving programming ability. If you want to know basic something about these models, you can visit my CSDN,