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cfenet's Introduction

Object Detection with CFENet

Repo Structure:

|
|----README.md
|
|----basemodels:后端基础模型
|      |----vgg16.py
|      |----resnet.py 
|
|----cfe.py:CFENet主体网络
|
|----data.py:生成训练和测试数据集
|
|----evaluation.py:检测效果评估网络
|
|----ssd.py:SSD网络
|
|----test.py:脚本用于模型测试
|
|----train.py:模型训练脚本

SSD and RefineDet Architecture

image

CFENet Architecture

image

Features

  • vgg16后端模型构建
  • resnet后端模型构建
  • ssd模型搭建
  • refinedet模型搭建
  • cfenet模型搭建
  • 训练数据集清洗和生成(DeepDrive)
  • 构建训练和评估pipeline
  • 模型训练,debug与调参
  • ONNX Converter
  • 加入TensorRT模型加速

cfenet's People

Contributors

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Watchers

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