EVEAI

EVEAI is a Deep Learning Library based on python Keras and Tensorflow. EVEAI dll allows embedding inference images from keras models into user-written applications. Under Windows, the EVEAI training Tool provides services to train user specific image datasets and EVEAI dll provides services to existing Windows applications which support inference images.

Vision Applications

Image Classification:

Assigning a label to an image, for example:Labeling an image is a cat or a dog.

Semantic Segmentation

Segmenting pixels in an image to different categories of object, for example: street view image segmentation.

this demo images are from KITTI VISUAL ODOMETRY DATASET

Object Detection(MaskRCNN) (only inference,working for annotation tool)

Tracking multiple objects in an image,for example: real-time tracking chinese chess positions. This algorithm source code is written by fizyr

Installation

1. Installer for EVEAI runtime

   Download Link:CPU tensorflow1.14.0 Version

   • No GPU needed but process speed is lower than GPU version.
   • It's almost impossible for train models , but still usefual for predict.