Deep-learning-practice

this repository records my practices in deep learning platforms: tensorflow, keras and mxnet.

CNNs_tensorflow

I have implemented different CNN structures: alexnet inception resnet vggnet with tensorflow slim library.

you can see the stuctures in the CNNs_tensorflow folder.

Keras_yolo

I have replemented yolo structures in Keras and visualized it.

Lenet_tensorflow

Lenet is just like the "hello world" of deep learning. I have implemented it in tensorflow and trained with mnist dataset.

Mxnet_leaf_classification

Mxnet is the main platform for Amazon. It is really good for multi-gpus training. I implemented the Resnet18 in mxnet to do leaf classification.