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Title: fast-rcnn-master Download
  • Category:
  • AI-NN-PR
  • Tags:
  • File Size:
  • 284kb
  • Update:
  • 2019-11-06
  • Downloads:
  • 1 Times
  • Uploaded by:
  • xingfu1223
 Description: Fast r-cnn is an improvement based on r-cnn, and the general framework is consistent. In general, fast r-cnn, compared with r-cnn, mainly proposes three improvement strategies: 1. Proposed roipooling to avoid scaling the extracted region proposals to 224x224, and then accelerated the learning and information process of the whole network through pre trained CNN detection steps. This is a huge improvement, and roipooling is derivable, so that the whole network can achieve end-to-end learning, which can be considered as fast r-cnn relative to r-cnn- CNN's biggest improvement. 2. Multi task loss is used for border regression, which is also tested in r-cnn. 3. The truncated SVD for fast detection is used to accelerate the network.
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FilenameSizeDate
fast-rcnn-master 0  2018-01-23

fast-rcnn-master\.gitignore 46  2018-01-23

fast-rcnn-master\.gitmodules 131  2018-01-23

fast-rcnn-master\LICENSE 1107  2018-01-23

fast-rcnn-master\README.md 11451  2018-01-23

fast-rcnn-master\caffe-fast-rcnn 0  2018-01-23

fast-rcnn-master\data 0  2018-01-23

fast-rcnn-master\data\.gitignore 70  2018-01-23

fast-rcnn-master\data\README.md 1645  2018-01-23

fast-rcnn-master\data\demo 0  2018-01-23

fast-rcnn-master\data\demo\000004.jpg 102770  2018-01-23

fast-rcnn-master\data\demo\000004_boxes.mat 23296  2018-01-23

fast-rcnn-master\data\demo\001551.jpg 69440  2018-01-23

fast-rcnn-master\data\demo\001551_boxes.mat 16648  2018-01-23

fast-rcnn-master\data\pylintrc 56  2018-01-23

fast-rcnn-master\data\scripts 0  2018-01-23

fast-rcnn-master\data\scripts\fetch_fast_rcnn_models.sh 832  2018-01-23

fast-rcnn-master\data\scripts\fetch_imagenet_models.sh 831  2018-01-23

fast-rcnn-master\data\scripts\fetch_selective_search_data.sh 853  2018-01-23

fast-rcnn-master\experiments 0  2018-01-23

fast-rcnn-master\experiments\README.md 247  2018-01-23

fast-rcnn-master\experiments\cfgs 0  2018-01-23

fast-rcnn-master\experiments\cfgs\fc_only.yml 50  2018-01-23

fast-rcnn-master\experiments\cfgs\multiscale.yml 200  2018-01-23

fast-rcnn-master\experiments\cfgs\no_bbox_reg.yml 102  2018-01-23

fast-rcnn-master\experiments\cfgs\piecewise.yml 54  2018-01-23

fast-rcnn-master\experiments\cfgs\svm.yml 223  2018-01-23

fast-rcnn-master\experiments\logs 0  2018-01-23

fast-rcnn-master\experiments\logs\.gitignore 7  2018-01-23

fast-rcnn-master\experiments\scripts 0  2018-01-23

fast-rcnn-master\experiments\scripts\all_caffenet.sh 370  2018-01-23

fast-rcnn-master\experiments\scripts\all_vgg16.sh 364  2018-01-23

fast-rcnn-master\experiments\scripts\all_vgg_cnn_m_1024.sh 376  2018-01-23

fast-rcnn-master\experiments\scripts\default_caffenet.sh 539  2018-01-23

fast-rcnn-master\experiments\scripts\default_vgg16.sh 524  2018-01-23

fast-rcnn-master\experiments\scripts\default_vgg_cnn_m_1024.sh 569  2018-01-23

fast-rcnn-master\experiments\scripts\fc_only_vgg16.sh 618  2018-01-23

fast-rcnn-master\experiments\scripts\multiscale_caffenet.sh 640  2018-01-23

fast-rcnn-master\experiments\scripts\multiscale_vgg_cnn_m_1024.sh 670  2018-01-23

fast-rcnn-master\experiments\scripts\multitask_no_bbox_reg_caffenet.sh 428  2018-01-23

fast-rcnn-master\experiments\scripts\multitask_no_bbox_reg_vgg16.sh 419  2018-01-23

fast-rcnn-master\experiments\scripts\multitask_no_bbox_reg_vgg_cnn_m_1024.sh 446  2018-01-23

fast-rcnn-master\experiments\scripts\no_bbox_reg_caffenet.sh 669  2018-01-23

fast-rcnn-master\experiments\scripts\no_bbox_reg_vgg16.sh 654  2018-01-23

fast-rcnn-master\experiments\scripts\no_bbox_reg_vgg_cnn_m_1024.sh 699  2018-01-23

fast-rcnn-master\experiments\scripts\piecewise_caffenet.sh 691  2018-01-23

fast-rcnn-master\experiments\scripts\piecewise_vgg16.sh 676  2018-01-23

fast-rcnn-master\experiments\scripts\piecewise_vgg_cnn_m_1024.sh 721  2018-01-23

fast-rcnn-master\experiments\scripts\svd_caffenet.sh 608  2018-01-23

fast-rcnn-master\experiments\scripts\svd_vgg16.sh 590  2018-01-23

fast-rcnn-master\experiments\scripts\svd_vgg_cnn_m_1024.sh 645  2018-01-23

fast-rcnn-master\experiments\scripts\svm_caffenet.sh 631  2018-01-23

fast-rcnn-master\experiments\scripts\svm_vgg16.sh 616  2018-01-23

fast-rcnn-master\experiments\scripts\svm_vgg_cnn_m_1024.sh 661  2018-01-23

fast-rcnn-master\lib 0  2018-01-23

fast-rcnn-master\lib\Makefile 56  2018-01-23

fast-rcnn-master\lib\datasets 0  2018-01-23

fast-rcnn-master\lib\datasets\VOCdevkit-matlab-wrapper 0  2018-01-23

fast-rcnn-master\lib\datasets\VOCdevkit-matlab-wrapper\get_voc_opts.m 231  2018-01-23

fast-rcnn-master\lib\datasets\VOCdevkit-matlab-wrapper\voc_eval.m 1467  2018-01-23

fast-rcnn-master\lib\datasets\VOCdevkit-matlab-wrapper\xVOCap.m 258  2018-01-23

fast-rcnn-master\lib\datasets\__init__.py 1327  2018-01-23

fast-rcnn-master\lib\datasets\factory.py 1699  2018-01-23

fast-rcnn-master\lib\datasets\imdb.py 6785  2018-01-23

fast-rcnn-master\lib\datasets\pascal_voc.py 11801  2018-01-23

fast-rcnn-master\lib\fast_rcnn 0  2018-01-23

fast-rcnn-master\lib\fast_rcnn\__init__.py 309  2018-01-23

fast-rcnn-master\lib\fast_rcnn\config.py 6177  2018-01-23

fast-rcnn-master\lib\fast_rcnn\test.py 11975  2018-01-23

fast-rcnn-master\lib\fast_rcnn\train.py 4449  2018-01-23

fast-rcnn-master\lib\roi_data_layer 0  2018-01-23

fast-rcnn-master\lib\roi_data_layer\__init__.py 248  2018-01-23

fast-rcnn-master\lib\roi_data_layer\layer.py 5930  2018-01-23

fast-rcnn-master\lib\roi_data_layer\minibatch.py 7337  2018-01-23

fast-rcnn-master\lib\roi_data_layer\roidb.py 5176  2018-01-23

fast-rcnn-master\lib\setup.py 862  2018-01-23

fast-rcnn-master\lib\utils 0  2018-01-23

fast-rcnn-master\lib\utils\.gitignore 9  2018-01-23

fast-rcnn-master\lib\utils\__init__.py 248  2018-01-23

fast-rcnn-master\lib\utils\bbox.pyx 1756  2018-01-23

fast-rcnn-master\lib\utils\blob.py 1625  2018-01-23

fast-rcnn-master\lib\utils\nms.py 1008  2018-01-23

fast-rcnn-master\lib\utils\nms.pyx 2237  2018-01-23

fast-rcnn-master\lib\utils\timer.py 948  2018-01-23

fast-rcnn-master\matlab 0  2018-01-23

fast-rcnn-master\matlab\README.md 218  2018-01-23

fast-rcnn-master\matlab\fast_rcnn_demo.m 1815  2018-01-23

fast-rcnn-master\matlab\fast_rcnn_im_detect.m 4211  2018-01-23

fast-rcnn-master\matlab\fast_rcnn_load_net.m 687  2018-01-23

fast-rcnn-master\matlab\nms.m 1328  2018-01-23

fast-rcnn-master\matlab\showboxes.m 741  2018-01-23

fast-rcnn-master\models 0  2018-01-23

fast-rcnn-master\models\CaffeNet 0  2018-01-23

fast-rcnn-master\models\CaffeNet\compressed 0  2018-01-23

fast-rcnn-master\models\CaffeNet\compressed\test.prototxt 4734  2018-01-23

fast-rcnn-master\models\CaffeNet\no_bbox_reg 0  2018-01-23

fast-rcnn-master\models\CaffeNet\no_bbox_reg\solver.prototxt 382  2018-01-23

fast-rcnn-master\models\CaffeNet\no_bbox_reg\test.prototxt 3950  2018-01-23

fast-rcnn-master\models\CaffeNet\no_bbox_reg\train.prototxt 3990  2018-01-23

fast-rcnn-master\models\CaffeNet\piecewise 0  2018-01-23

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