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cpt-bj's Projects

angry-ai icon angry-ai

Battle Robots Demo made with Unity Machine Learning Agents

ml-detector icon ml-detector

Object detection in Unity Engine. *This is Fork from other (now removed) repo in github

softx_2020_159 icon softx_2020_159

An Agent-Based Modelling (ABM) Framework for Unity3D. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021000881

synthetic_data_object_detection icon synthetic_data_object_detection

Creating Labeled Synthetic Image Data using Unity Perception, then training an Object Detection model using the synthetic data and retraining on real images. (Dinner fork)

unity-ml-agents-turret-defense icon unity-ml-agents-turret-defense

A reinforcement learning agent playing as the turret, where its goal is to allow ten friendly units to enter the base, and loses if an enemy unit has entered the base or if two friendly units were shot.

yolov3-to-onnx-unity icon yolov3-to-onnx-unity

A way to convert a yolov3 tiny model trained with darknet to Unity's barracuda format in a way that will actually import into Unity

yolov4-tiny-keras icon yolov4-tiny-keras

这是一个YoloV4-tiny-keras的源码,可以用于训练自己的模型。

yolov5-synthetic-data icon yolov5-synthetic-data

Training/Application of the YOLOv5 object detection algorithm on a synthetic dataset generated in Unity and its Perception module

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