EVEAI
A Deep Learning Library based on python Keras and Tensorflow. Support for x86/x64 windows application.
Install / Use
/learn @Hommoner/EVEAIREADME
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
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Installation
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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.
Download Link:GPU tensorflow1.14.0 Version
- Need Nvidia GPU Compute Capability > 3.5 tensorflow link
- Need NVIDIA Driver version > 410.x Nvidia driver link
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Installer for EVEAI training Tool ,EVEAI dll and example codes
Download Link:EVEAI
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Installer for Trained Examples:
Image Classification:
Download Link:Fruilt 360 Image Dataset
Download Link:Malaria Cell Image Dataset
Download Link:LEGO brick Image Dataset
Download Link:Dogs and Cats Image Dataset
Download Link:Flowers Image Dataset
Semantic Segmentation
Download Link:Car Video Dataset

Download Link:KolektorSDD Dataset this images are fromVisual Cognitive Systems Laboratory

Object Detection(MaskRCNN)
Download Link:Chinese Chess Dataset
Example code
LabVIEW (https://youtu.be/baybKe7CMdU)
C++ builder (https://youtu.be/2BYF84C7bdE)
Visual Studio C++ (plan to:Delphi/CVI/Visual Studio C#)
Development
EVEAI dll is written in C++ Builder using Embarcadero RAD Studio 10.3.1 Rio Community Edition.
EVE AI run-time Executable is written in python packages into stand-alone executables by pyinstaller.
Security Score
Audited on Dec 26, 2025

