this is a good learning resource for object detection using deep learning. we use faster_rcnn algorithm and matlab coder cuda version is 7.5 VS version is 12.0 matlab version is 2016a

faster_rcnn-master
faster_rcnn-master\.gitattributes
faster_rcnn-master\.gitignore
faster_rcnn-master\.gitmodules
faster_rcnn-master\LICENSE
faster_rcnn-master\README.md
faster_rcnn-master\experiments
faster_rcnn-master\experiments\+Dataset
faster_rcnn-master\experiments\+Dataset\private
faster_rcnn-master\experiments\+Dataset\private\voc0712_devkit.m
faster_rcnn-master\experiments\+Dataset\private\voc2007_devkit.m
faster_rcnn-master\experiments\+Dataset\private\voc2012_devkit.m
faster_rcnn-master\experiments\+Dataset\voc0712_trainval.m
faster_rcnn-master\experiments\+Dataset\voc0712_trainval_ss.m
faster_rcnn-master\experiments\+Dataset\voc0712plus_trainval.m
faster_rcnn-master\experiments\+Dataset\voc0712plus_trainval_ss.m
faster_rcnn-master\experiments\+Dataset\voc2007_test.m
faster_rcnn-master\experiments\+Dataset\voc2007_test_ss.m
faster_rcnn-master\experiments\+Dataset\voc2007_trainval.m
faster_rcnn-master\experiments\+Dataset\voc2007_trainval_ss.m
faster_rcnn-master\experiments\+Dataset\voc2012_test.m
faster_rcnn-master\experiments\+Dataset\voc2012_trainval.m
faster_rcnn-master\experiments\+Faster_RCNN_Train
faster_rcnn-master\experiments\+Faster_RCNN_Train\do_fast_rcnn_test.m
faster_rcnn-master\experiments\+Faster_RCNN_Train\do_fast_rcnn_train.m
faster_rcnn-master\experiments\+Faster_RCNN_Train\do_proposal_test.m
faster_rcnn-master\experiments\+Faster_RCNN_Train\do_proposal_train.m
faster_rcnn-master\experiments\+Faster_RCNN_Train\gather_rpn_fast_rcnn_models.m
faster_rcnn-master\experiments\+Faster_RCNN_Train\set_cache_folder.m
faster_rcnn-master\experiments\+Model
faster_rcnn-master\experiments\+Model\VGG16_for_Fast_RCNN_VOC0712.m
faster_rcnn-master\experiments\+Model\VGG16_for_Fast_RCNN_VOC2007.m
faster_rcnn-master\experiments\+Model\VGG16_for_Faster_RCNN_VOC0712.m
faster_rcnn-master\experiments\+Model\VGG16_for_Faster_RCNN_VOC0712plus.m
faster_rcnn-master\experiments\+Model\VGG16_for_Faster_RCNN_VOC2007.m
faster_rcnn-master\experiments\+Model\VGG16_for_Faster_RCNN_VOC2012.m
faster_rcnn-master\experiments\+Model\ZF_for_Fast_RCNN_VOC0712.m
faster_rcnn-master\experiments\+Model\ZF_for_Fast_RCNN_VOC2007.m
faster_rcnn-master\experiments\+Model\ZF_for_Faster_RCNN_VOC0712.m
faster_rcnn-master\experiments\+Model\ZF_for_Faster_RCNN_VOC2007.m
faster_rcnn-master\experiments\script_fast_rcnn_VOC0712_VGG16.m
faster_rcnn-master\experiments\script_fast_rcnn_VOC0712_ZF.m
faster_rcnn-master\experiments\script_fast_rcnn_VOC2007_VGG16.m
faster_rcnn-master\experiments\script_fast_rcnn_VOC2007_ZF.m
faster_rcnn-master\experiments\script_faster_rcnn_VOC0712_VGG16.m
faster_rcnn-master\experiments\script_faster_rcnn_VOC0712_ZF.m
faster_rcnn-master\experiments\script_faster_rcnn_VOC0712plus_VGG16.m
faster_rcnn-master\experiments\script_faster_rcnn_VOC2007_VGG16.m
faster_rcnn-master\experiments\script_faster_rcnn_VOC2007_ZF.m
faster_rcnn-master\experiments\script_faster_rcnn_VOC2012_VGG16.m
faster_rcnn-master\experiments\script_faster_rcnn_demo.m
faster_rcnn-master\external
faster_rcnn-master\external\caffe
faster_rcnn-master\faster_rcnn_build.m
faster_rcnn-master\fetch_data
faster_rcnn-master\fetch_data\fetch_caffe_mex_windows_vs2013_cuda65.m
faster_rcnn-master\fetch_data\fetch_faster_rcnn_final_model.m
faster_rcnn-master\fetch_data\fetch_model_VGG16.m
faster_rcnn-master\fetch_data\fetch_model_ZF.m
faster_rcnn-master\functions
faster_rcnn-master\functions\fast_rcnn
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_bbox_transform.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_bbox_transform_inv.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_config.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_conv_feat_detect.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_generate_sliding_windows.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_get_minibatch.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_im_detect.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_map_im_rois_to_feat_rois.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_prepare_image_roidb.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_test.m
faster_rcnn-master\functions\fast_rcnn\fast_rcnn_train.m
faster_rcnn-master\functions\nms
faster_rcnn-master\functions\nms\nms.m
faster_rcnn-master\functions\nms\nms_gpu_mex.cu
faster_rcnn-master\functions\nms\nms_mex.cpp
faster_rcnn-master\functions\nms\nms_multiclass.m
faster_rcnn-master\functions\nms\nms_multiclass_mex.cpp
faster_rcnn-master\functions\nms\nvmex.m
faster_rcnn-master\functions\rpn
faster_rcnn-master\functions\rpn\proposal_calc_output_size.m
faster_rcnn-master\functions\rpn\proposal_config.m
faster_rcnn-master\functions\rpn\proposal_generate_anchors.m
faster_rcnn-master\functions\rpn\proposal_generate_minibatch.m
faster_rcnn-master\functions\rpn\proposal_im_detect.m
faster_rcnn-master\functions\rpn\proposal_locate_anchors.m
faster_rcnn-master\functions\rpn\proposal_prepare_image_roidb.m
faster_rcnn-master\functions\rpn\proposal_test.m
faster_rcnn-master\functions\rpn\proposal_train.m
faster_rcnn-master\functions\rpn\proposal_visual_debug.m
faster_rcnn-master\imdb
faster_rcnn-master\imdb\get_voc_opts.m
faster_rcnn-master\imdb\imdb_eval_voc.m
faster_rcnn-master\imdb\imdb_from_voc.m
faster_rcnn-master\imdb\roidb_from_proposal.m
faster_rcnn-master\imdb\roidb_from_voc.m
faster_rcnn-master\startup.m
faster_rcnn-master\utils
faster_rcnn-master\utils\RectLTRB2LTWH.m
faster_rcnn-master\utils\RectLTWH2LTRB.m

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