diff --git a/caffe3d/Makefile.config b/caffe3d/Makefile.config index 78690ba2..b94864ff 100644 --- a/caffe3d/Makefile.config +++ b/caffe3d/Makefile.config @@ -18,7 +18,7 @@ USE_CUDNN := 1 # ALLOW_LMDB_NOLOCK := 1 # Uncomment if you're using OpenCV 3 -# OPENCV_VERSION := 3 +OPENCV_VERSION := 3 # To customize your choice of compiler, uncomment and set the following. # N.B. the default for Linux is g++ and the default for OSX is clang++ @@ -90,8 +90,8 @@ PYTHON_LIB := /usr/lib WITH_PYTHON_LAYER := 1 # Whatever else you find you need goes here. -INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include $(CUDNN_PATH)/include -LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib $(CUDNN_PATH)/lib64 +INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include $(CUDNN_PATH)/include /usr/include/hdf5/serial/ +LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib $(CUDNN_PATH)/lib64 /usr/lib/x86_64-linux-gnu/hdf5/serial/ # If Homebrew is installed at a non standard location (for example your home directory) and you use it for general dependencies # INCLUDE_DIRS += $(shell brew --prefix)/include diff --git a/caffe3d/include/caffe/blob.hpp b/caffe3d/include/caffe/blob.hpp index 06f3b6c9..1afd05d0 100644 --- a/caffe3d/include/caffe/blob.hpp +++ b/caffe3d/include/caffe/blob.hpp @@ -137,10 +137,10 @@ class Blob { /// @brief Deprecated legacy shape accessor width: use shape(3) instead. inline int width() const { return LegacyShape(3); } inline int LegacyShape(int index) const { - CHECK_LE(num_axes(), 4) + CHECK_LE(num_axes(), 5) << "Cannot use legacy accessors on Blobs with > 4 axes."; - CHECK_LT(index, 4); - CHECK_GE(index, -4); + CHECK_LT(index, 5); + CHECK_GE(index, -5); if (index >= num_axes() || index < -num_axes()) { // Axis is out of range, but still in [0, 3] (or [-4, -1] for reverse // indexing) -- this special case simulates the one-padding used to fill diff --git a/caffe3d/include/caffe/util/cudnn.hpp b/caffe3d/include/caffe/util/cudnn.hpp index 0aaa9468..c5174a52 100644 --- a/caffe3d/include/caffe/util/cudnn.hpp +++ b/caffe3d/include/caffe/util/cudnn.hpp @@ -158,8 +158,14 @@ template inline void setConvolutionDesc(cudnnConvolutionDescriptor_t* conv, cudnnTensorDescriptor_t bottom, cudnnFilterDescriptor_t filter, int pad_h, int pad_w, int stride_h, int stride_w) { +#if CUDNN_VERSION_MIN(6, 0, 0) CUDNN_CHECK(cudnnSetConvolution2dDescriptor(*conv, + pad_h, pad_w, stride_h, stride_w, 1, 1, CUDNN_CROSS_CORRELATION, + dataType::type)); +#else + CUDNN_CHECK(cudnnSetConvolution2dDescriptor(*conv, pad_h, pad_w, stride_h, stride_w, 1, 1, CUDNN_CROSS_CORRELATION)); +#endif } template diff --git a/experiments/activitynet/script_train.sh b/experiments/activitynet/script_train.sh index 761f5437..af0c63ee 100755 --- a/experiments/activitynet/script_train.sh +++ b/experiments/activitynet/script_train.sh @@ -2,7 +2,7 @@ export PYTHONUNBUFFERED=true -GPU_ID=1 +GPU_ID=0 EX_DIR=activitynet LOG="experiments/${EX_DIR}/log.txt.`date +'%Y-%m-%d_%H-%M-%S'`" diff --git 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lawn"}]}, "detect": {}, "class": {}}, "Video_info": {"duration": 0, "resolution": ""}, "source_url": "", "type": "video"} diff --git a/preprocess/activityNet/download_ava_video.py b/preprocess/activityNet/download_ava_video.py new file mode 100644 index 00000000..42e71d10 --- /dev/null +++ b/preprocess/activityNet/download_ava_video.py @@ -0,0 +1,24 @@ +# -------------------------------------------------------- +# R-C3D +# Copyright (c) 2017 Boston University +# Licensed under The MIT License [see LICENSE for details] +# Written by Huijuan Xu +# -------------------------------------------------------- + +import json +import os + +annotation_file = open('Activity.json') + + +for line in annotation_file.readlines(): + down = json.loads(line) + url = down['url'] + filename = url.split('/')[-1] + host = url.split('/')[0] + command3 = 'curl http://xsio.qiniu.io/' + filename + ' -H \'Host:' + host + '\' -o videos/' + filename + print command3 + os.system(command3) + + + diff --git a/preprocess/activityNet/generate_frames.py b/preprocess/activityNet/generate_frames.py index 94f79007..f7b5d652 100644 --- a/preprocess/activityNet/generate_frames.py +++ b/preprocess/activityNet/generate_frames.py @@ -20,7 +20,7 @@ mkdir('./frames') def generate_frame(split): mkdir('./frames/%s' % split) - for vid, vinfo in meta_data['database'].iteritems(): + for vid, vinfo in meta_data['database'].items(): if vinfo['subset'] == split: vname = [s for s in video_list if vid in s] if len(vname) != 0 : @@ -34,7 +34,7 @@ def generate_frame(split): for framename in os.listdir(outpath): resize(outpath + framename) frame_size = len(os.listdir(outpath)) - print filename, duration, fps, frame_size + # print filename, duration, fps, frame_size generate_frame('training') generate_frame('validation') diff --git a/preprocess/activityNet/generate_roidb_training.py b/preprocess/activityNet/generate_roidb_training.py index 53c8482e..7ce4187f 100644 --- a/preprocess/activityNet/generate_roidb_training.py +++ b/preprocess/activityNet/generate_roidb_training.py @@ -2,7 +2,7 @@ # R-C3D # Copyright (c) 2017 Boston University # Licensed under The MIT License [see LICENSE for details] -# Written by Huijuan Xu +# WrittccPen by Huijuan Xu # -------------------------------------------------------- import os @@ -23,10 +23,10 @@ META_FILE = './activity_net.v1-3.min.json' data = json.load(open(META_FILE)) -print 'Generate Classes' +print('Generate Classes') classes = generate_classes(data) -print 'Generate Training Segments' +print('Generate Training Segments') train_segment = generate_segment('training', data, classes) path = './preprocess/activityNet/frames/' @@ -42,7 +42,7 @@ def generate_roi(rois, video, start, end, stride, split): tmp['bg_name'] = path + split + '/' + video tmp['fg_name'] = path + split + '/' + video if not os.path.isfile('../../' + tmp['bg_name'] + '/image_' + str(end-1).zfill(5) + '.jpg'): - print '../../' + tmp['bg_name'] + '/image_' + str(end-1).zfill(5) + '.jpg' + print('../../' + tmp['bg_name'] + '/image_' + str(end-1).zfill(5) + '.jpg') raise return tmp @@ -128,6 +128,6 @@ def generate_roidb(split, segment): USE_FLIPPED = True train_roidb = generate_roidb('training', train_segment) -print "Save dictionary" +print("Save dictionary") cPickle.dump(train_roidb, open('train_data_3fps_flipped.pkl','w'), cPickle.HIGHEST_PROTOCOL) diff --git a/preprocess/activityNet/generate_roidb_validation.py b/preprocess/activityNet/generate_roidb_validation.py index 53a8331a..7ec5f4ee 100644 --- a/preprocess/activityNet/generate_roidb_validation.py +++ b/preprocess/activityNet/generate_roidb_validation.py @@ -44,7 +44,9 @@ def generate_roidb(split): for i,vid in enumerate(video_list): print i length = len(os.listdir('./frames/' + split + '/' + vid)) - + if length ==0: + print('length =0 in' + str(vid)) + continue for win in WINS: stride = win / LENGTH step = stride * STEP diff --git a/preprocess/activityNet/util.py b/preprocess/activityNet/util.py index 984515ff..2847d350 100644 --- a/preprocess/activityNet/util.py +++ b/preprocess/activityNet/util.py @@ -12,7 +12,7 @@ def generate_classes(data): class_list = [] - for vid, vinfo in data['database'].iteritems(): + for vid, vinfo in data['database'].items(): for item in vinfo['annotations']: class_list.append(item['label']) @@ -28,7 +28,7 @@ def generate_segment(split, data, classes): VIDEO_PATH = 'frames/%s/' % split video_list = set(os.listdir(VIDEO_PATH)) # get time windows based on video key - for vid, vinfo in data['database'].iteritems(): + for vid, vinfo in data['database'].items(): vid_name = [v for v in video_list if vid in v] if len(vid_name) == 1: if vinfo['subset'] == split: