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## ZF | |
| IOU | MAP | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | | |
| :-- | :----: | :----: | :------: | :-----: | :----: | :------: | :-----: | :-----: | :-------: | :------: | | |
| 0.3 | 0.7018 | 0.7302 | 0.8001 | 0.6708 | 0.9111 | 0.9001 | 0.5757 | 0.9704 | 0.9501 | 0.4715 | | |
| 0.4 | 0.6693 | 0.7833 | 0.8001 | 0.6362 | 0.9359 | 0.9001 | 0.5345 | 0.981 | 0.9501 | 0.4205 | | |
| 0.5 | 0.6114 | 0.8611 | 0.8001 | 0.5695 | 0.9721 | 0.9 | 0.44 | 0.9934 | 0.9502 | 0.3044 | | |
## VGG16 | |
| IOU | MAP | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | [email protected] | |
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import SocketServer | |
import argparse | |
class MyTCPHandler(SocketServer.BaseRequestHandler): | |
""" | |
The RequestHandler class for our server. | |
It is instantiated once per connection to the server, and must | |
override the handle() method to implement communication to the | |
client. |
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#------------------------------------------------------------------------------- | |
# Template configuration for compiling mxnet | |
# | |
# If you want to change the configuration, please use the following | |
# steps. Assume you are on the root directory of mxnet. First copy the this | |
# file so that any local changes will be ignored by git | |
# | |
# $ cp make/config.mk . | |
# | |
# Next modify the according entries, and then compile by |
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__author__ = 'zhengxu' | |
import os | |
import glob | |
import pickle | |
def make_record_io_list(image_net_folder, label_list_file, list_file): | |
label_list = os.listdir(image_net_folder) | |
with open(label_list_file, 'w') as f: |
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__author__ = 'caffedemo' | |
import caffe | |
import os | |
from PIL import Image | |
CAFFE_ROOT = "/home/caffedemo/caffe/caffe/" | |
TRAIN_TEST_NET = os.path.join(CAFFE_ROOT, 'examples/mnist/lenet_train_test.prototxt') | |
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from nltk.corpus import wordnet as wn | |
# get synset from offset string, e.g. 'n09208496' for asterism | |
a = wn._synset_from_pos_and_offset('n', 9208496) # got Synset('asterism.n.02') | |
# then got hypernym_paths | |
print a.hypernym_paths() | |
# got |