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基于图像分割的红外弱小目标检测算法

Infrared Target Detection by Segmentation (Deeplearing Method)

support Unet and FCN

2022.5.15 增加onnx模型导出

新增在线预测Demo

Demo

Training

python main.py unet train

Test

python main.py unet test image_dir

Evaluation

python main.py unet evaluate

Visual DataSet

python main.py unet  vis_dl

Export Onnx

python main.py unet  export
  • SIRST dataset is available at SIRST.

More Configs in main.py

TODO

  • TensorRT Deploy

Model Weights

FCN weights

Unet weights