本文整理汇总了Python中meteor.meteor.Meteor方法的典型用法代码示例。如果您正苦于以下问题：Python meteor.Meteor方法的具体用法？Python meteor.Meteor怎么用？Python meteor.Meteor使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类meteor.meteor的用法示例。
在下文中一共展示了meteor.Meteor方法的13个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
output = []
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
# (Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
# print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(self.gts, self.res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
print "%s: %0.5f"%(m, sc)
output.append(sc)
else:
print "%s: %0.5f"%(method, score)
output.append(score)
return output 示例2: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
output = []
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
# (Meteor(),"METEOR"),
# (Rouge(), "ROUGE_L"),
# (Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
# print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(self.gts, self.res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
print "%s: %0.5f"%(m, sc)
output.append(sc)
else:
print "%s: %0.5f"%(method, score)
output.append(score)
return output 示例3: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
output = []
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(), "METEOR"),
(Rouge(), "ROUGE_L"),
# (Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
# print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(self.gts, self.res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
print("%s: %0.5f" % (m, sc))
output.append(sc)
else:
print("%s: %0.5f" % (method, score))
output.append(score)
return output 示例4: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
# imgIds = self.coco.getImgIds()
gts = dict(zip(range(0, len(self.predicted_list)), self.predicted_list))
res = dict(zip(range(0, len(self.label_list)), self.label_list))
# =================================================
# Set up scorers
# =================================================
print 'tokenization...'
tokenizer = PTBTokenizer()
gts = tokenizer.tokenize(gts)
res = tokenizer.tokenize(res)
# =================================================
# Set up scorers
# =================================================
print 'setting up scorers...'
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(gts, res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
self.setEval(sc, m)
self.set_textid_to_eval(scs, gts.keys(), m)
print "%s: %0.3f"%(m, sc)
else:
self.setEval(score, method)
self.set_textid_to_eval(scores, gts.keys(), method)
print "%s: %0.3f"%(method, score)
self.set_eval() 示例5: init
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def init():
return Meteor()
# target is a single sentence, refers is a list of sentences 示例6: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self, album_to_Gts, album_to_Res):
self.album_to_Res = album_to_Res
self.album_to_Gts = album_to_Gts
# =================================================
# Set up scorers
# =================================================
print 'setting up scorers...'
scorers = []
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(), "METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr") # df='VIST/VIST-train-words'
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
print 'computing %s score ...' % (scorer.method())
score, scores = scorer.compute_score(self.album_to_Gts, self.album_to_Res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
self.setEval(sc, m)
self.setAlbumToEval(scs, self.album_to_Gts.keys(), m)
print '%s: %.3f' % (m, sc)
else:
self.setEval(score, method)
self.setAlbumToEval(scores, self.album_to_Gts.keys(), method)
print '%s: %.3f' % (method, score)
self.setEvalAlbums() 示例7: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
output = []
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
# (Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
# print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(self.gts, self.res)
# set_trace()
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
print "%s: %0.5f"%(m, sc)
output.append(sc)
else:
print "%s: %0.5f"%(method, score)
output.append(score)
return output 示例8: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
imgIds = self.params['image_id']
# imgIds = self.coco.getImgIds()
gts = {}
res = {}
for imgId in imgIds:
gts[imgId] = self.coco.imgToAnns[imgId]
res[imgId] = self.cocoRes.imgToAnns[imgId]
# =================================================
# Set up scorers
# =================================================
print 'tokenization...'
tokenizer = PTBTokenizer()
gts = tokenizer.tokenize(gts)
res = tokenizer.tokenize(res)
# =================================================
# Set up scorers
# =================================================
print 'setting up scorers...'
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
eval = {}
for scorer, method in scorers:
print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(gts, res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
self.setEval(sc, m)
self.setImgToEvalImgs(scs, imgIds, m)
print "%s: %0.3f"%(m, sc)
else:
self.setEval(score, method)
self.setImgToEvalImgs(scores, imgIds, method)
print "%s: %0.3f"%(method, score)
self.setEvalImgs() 示例9: main
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def main():
import sys
res_path = sys.argv[1]
gt_path = osp.join(this_dir, 'tgif-v1.0.tsv')
test_list_path = osp.join(this_dir, 'splits', 'test.txt')
test_keys = load_list(test_list_path)
all_sents = load_sentences(gt_path)
res = load_sentences(res_path)
# make sure res has and only has single sentence
# for all testing keys
gts = {}
for key in test_keys:
gts[key] = all_sents[key]
if key in res:
res[key] = [res[key][0]]
else:
res[key] = [""]
# =================================================
# Convert to COCO format
# =================================================
gts = to_coco(gts, res.keys())
res = to_coco(res, res.keys())
# =================================================
# Set up scorers
# =================================================
print 'tokenization...'
tokenizer = PTBTokenizer()
gts = tokenizer.tokenize(gts)
res = tokenizer.tokenize(res)
# =================================================
# Set up scorers
# =================================================
print 'setting up scorers...'
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
eval = {}
for scorer, method in scorers:
print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(gts, res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
print "%s: %0.3f"%(m, sc)
else:
print "%s: %0.3f"%(method, score) 示例10: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
imgIds = self.params['image_id']
# imgIds = self.coco.getImgIds()
gts = {}
res = {}
for imgId in imgIds:
gts[imgId] = self.coco.imgToAnns[imgId]
res[imgId] = self.cocoRes.imgToAnns[imgId]
# =================================================
# Set up scorers
# =================================================
print('tokenization...')
tokenizer = PTBTokenizer()
gts = tokenizer.tokenize(gts)
res = tokenizer.tokenize(res)
# =================================================
# Set up scorers
# =================================================
print('setting up scorers...')
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
print('computing %s score...'%(scorer.method()))
score, scores = scorer.compute_score(gts, res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
self.setEval(sc, m)
self.setImgToEvalImgs(scs, gts.keys(), m)
print("%s: %0.3f"%(m, sc))
else:
self.setEval(score, method)
self.setImgToEvalImgs(scores, gts.keys(), method)
print("%s: %0.3f"%(method, score))
self.setEvalImgs() 示例11: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
imgIds = self.params['image_id']
# imgIds = self.coco.getImgIds()
gts = {}
res = {}
for imgId in imgIds:
gts[imgId] = self.coco.imgToAnns[imgId]
res[imgId] = self.cocoRes.imgToAnns[imgId]
# =================================================
# Set up scorers
# =================================================
print 'tokenization...'
tokenizer = PTBTokenizer()
gts = tokenizer.tokenize(gts)
res = tokenizer.tokenize(res)
# =================================================
# Set up scorers
# =================================================
print 'setting up scorers...'
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(), "METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
print 'computing %s score...' % (scorer.method())
score, scores = scorer.compute_score(gts, res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
self.setEval(sc, m)
self.setImgToEvalImgs(scs, gts.keys(), m)
print "%s: %0.3f" % (m, sc)
else:
self.setEval(score, method)
self.setImgToEvalImgs(scores, gts.keys(), method)
print "%s: %0.3f" % (method, score)
self.setEvalImgs() 示例12: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
imgIds = self.params[self.imgidStr]
# imgIds = self.coco.getImgIds()
gts = {}
res = {}
for imgId in imgIds:
gts[imgId] = self.coco.imgToAnns[imgId]
res[imgId] = self.cocoRes.imgToAnns[imgId]
# =================================================
# Set up scorers
# =================================================
print 'tokenization...'
tokenizer = PTBTokenizer()
gts = tokenizer.tokenize(gts)
res = tokenizer.tokenize(res)
# =================================================
# Set up scorers
# =================================================
print 'setting up scorers...'
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr"),
(Spice(), "SPICE")
]
# =================================================
# Compute scores
# =================================================
eval = {}
for scorer, method in scorers:
print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(gts, res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
self.setEval(sc, m)
self.setImgToEvalImgs(scs, gts.keys(), m)
print "%s: %0.3f"%(m, sc)
else:
self.setEval(score, method)
self.setImgToEvalImgs(scores, gts.keys(), method)
print "%s: %0.3f"%(method, score)
self.setEvalImgs() 示例13: evaluate
# 需要导入模块: from meteor import meteor [as 别名]
# 或者: from meteor.meteor import Meteor [as 别名]
def evaluate(self):
imgIds = self.params['image_id']
# imgIds = self.coco.getImgIds()
gts = {}
res = {}
for imgId in imgIds:
gts[imgId] = self.coco.imgToAnns[imgId]
res[imgId] = self.cocoRes.imgToAnns[imgId]
# =================================================
# Set up scorers
# =================================================
print 'tokenization...'
tokenizer = PTBTokenizer()
gts = tokenizer.tokenize(gts)
res = tokenizer.tokenize(res)
# =================================================
# Set up scorers
# =================================================
print 'setting up scorers...'
scorers = [
(Bleu(4), ["Bleu_1", "Bleu_2", "Bleu_3", "Bleu_4"]),
(Meteor(),"METEOR"),
(Rouge(), "ROUGE_L"),
(Cider(), "CIDEr")
]
# =================================================
# Compute scores
# =================================================
for scorer, method in scorers:
print 'computing %s score...'%(scorer.method())
score, scores = scorer.compute_score(gts, res)
if type(method) == list:
for sc, scs, m in zip(score, scores, method):
self.setEval(sc, m)
self.setImgToEvalImgs(scs, gts.keys(), m)
print "%s: %0.3f"%(m, sc)
else:
self.setEval(score, method)
self.setImgToEvalImgs(scores, gts.keys(), method)
print "%s: %0.3f"%(method, score)
self.setEvalImgs()