kerascv 0.0.16

Image classification models for Keras

Large-scale image classification networks

Collection of large-scale image classification models on Keras (with MXNet backend), pretrained on the ImageNet-1k dataset.

Installation

To install, use:

pip install kerascv mxnet>=1.2.1

To enable different hardware supports such as GPUs, check out MXNet variants. For example, you can install with CUDA-9.2 supported MXNet:

pip install kerascv mxnet-cu92>=1.2.1

After installation change the value of the field image_data_format to channels_first in the file ~/.keras/keras.json.

Usage

Example of using the pretrained ResNet-18 model:

from kerascv.model_provider import get_model as kecv_get_model
net = kecv_get_model("resnet18", pretrained=True)