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Title: squeezeDet-master Download
  • Category:
  • AI-NN-PR
  • Tags:
  • File Size:
  • 2.38mb
  • Update:
  • 2018-09-26
  • Downloads:
  • 1 Times
  • Uploaded by:
  • 123xy
 Description: A fully convoluted neural network structure applied to target detection simultaneously satisfying all the above constraints. In our network, using convolution layer is not only used to extract characteristic figure, but also as the output layer to compute bounding box (bounding box) and the classification probability. The detection pipeline in our model contains only a forward path of a neural network, so it runs extremely quickly. Our model is fully convoluted, so small model sizes and high energy efficiency can be achieved. The experimental results show that our model can achieve high precision, and achieve the highest accuracy on the KITTI benchmark.
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FilenameSizeDate
squeezeDet-master 0  2017-11-23

squeezeDet-master\.gitignore 38  2017-11-23

squeezeDet-master\LICENSE 1314  2017-11-23

squeezeDet-master\README.md 6844  2017-11-23

squeezeDet-master\README 0  2017-11-23

squeezeDet-master\README\det_img.png 519970  2017-11-23

squeezeDet-master\README\detection_analysis.png 112921  2017-11-23

squeezeDet-master\README\graph.png 105213  2017-11-23

squeezeDet-master\README\out_sample.png 859678  2017-11-23

squeezeDet-master\data 0  2017-11-23

squeezeDet-master\data\random_split_train_val.py 667  2017-11-23

squeezeDet-master\data\sample.png 878179  2017-11-23

squeezeDet-master\requirements.txt 102  2017-11-23

squeezeDet-master\scripts 0  2017-11-23

squeezeDet-master\scripts\eval.sh 1677  2017-11-23

squeezeDet-master\scripts\train.sh 1841  2017-11-23

squeezeDet-master\src 0  2017-11-23

squeezeDet-master\src\__init__.py 53  2017-11-23

squeezeDet-master\src\config 0  2017-11-23

squeezeDet-master\src\config\__init__.py 278  2017-11-23

squeezeDet-master\src\config\config.py 3683  2017-11-23

squeezeDet-master\src\config\kitti_model_config.py 2264  2017-11-23

squeezeDet-master\src\config\kitti_res50_config.py 2023  2017-11-23

squeezeDet-master\src\config\kitti_squeezeDetPlus_config.py 2032  2017-11-23

squeezeDet-master\src\config\kitti_squeezeDet_config.py 2028  2017-11-23

squeezeDet-master\src\config\kitti_vgg16_config.py 2022  2017-11-23

squeezeDet-master\src\dataset 0  2017-11-23

squeezeDet-master\src\dataset\__init__.py 58  2017-11-23

squeezeDet-master\src\dataset\imdb.py 9980  2017-11-23

squeezeDet-master\src\dataset\kitti-eval 0  2017-11-23

squeezeDet-master\src\dataset\kitti-eval\Makefile 123  2017-11-23

squeezeDet-master\src\dataset\kitti-eval\cpp 0  2017-11-23

squeezeDet-master\src\dataset\kitti-eval\cpp\.gitignore 16  2017-11-23

squeezeDet-master\src\dataset\kitti-eval\cpp\evaluate_object.cpp 30486  2017-11-23

squeezeDet-master\src\dataset\kitti-eval\cpp\mail.h 811  2017-11-23

squeezeDet-master\src\dataset\kitti.py 10284  2017-11-23

squeezeDet-master\src\dataset\pascal_voc.py 4989  2017-11-23

squeezeDet-master\src\dataset\voc_eval.py 7109  2017-11-23

squeezeDet-master\src\demo.py 7529  2017-11-23

squeezeDet-master\src\eval.py 9137  2017-11-23

squeezeDet-master\src\nets 0  2017-11-23

squeezeDet-master\src\nets\__init__.py 160  2017-11-23

squeezeDet-master\src\nets\resnet50_convDet.py 6837  2017-11-23

squeezeDet-master\src\nets\squeezeDet.py 3765  2017-11-23

squeezeDet-master\src\nets\squeezeDetPlus.py 3782  2017-11-23

squeezeDet-master\src\nets\vgg16_convDet.py 3184  2017-11-23

squeezeDet-master\src\nn_skeleton.py 27924  2017-11-23

squeezeDet-master\src\train.py 12515  2017-11-23

squeezeDet-master\src\utils 0  2017-11-23

squeezeDet-master\src\utils\__init__.py 53  2017-11-23

squeezeDet-master\src\utils\caffemodel2pkl.py 1069  2017-11-23

squeezeDet-master\src\utils\util.py 6506  2017-11-23

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