本文整理汇总了Python中clarifai.client.ClarifaiApi.tag方法的典型用法代码示例。如果您正苦于以下问题：Python ClarifaiApi.tag方法的具体用法？Python ClarifaiApi.tag怎么用？Python ClarifaiApi.tag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clarifai.client.ClarifaiApi的用法示例。
在下文中一共展示了ClarifaiApi.tag方法的3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: post_clarifai
# 需要导入模块: from clarifai.client import ClarifaiApi [as 别名]
# 或者: from clarifai.client.ClarifaiApi import tag [as 别名]
def post_clarifai(imagepath):
"""
@return person(bool), pretty(bool), tags(list)
"""
print "START_CLARIFAI"
app_id = "J-1HVOns4pAe61vumq7NFHvf-TpHXrX54WaKyVyD"
app_secret = "sY9cM9tyklkhcNv_6gWPs9_ihqv9Amxw5H_1wxiH"
api = ClarifaiApi(app_id, app_secret)
with open(imagepath,'rb') as image_file:
res0 = api.tag(image_file, select_classes="bottle,crow,food")
#print json.dumps(res0, indent=2)
res0_tags = res0.get("results",{})[0].get("result",{}).get("tag",{})
#res0_classes = res0_tags.get("classes")
bottle_probs = res0_tags.get("probs")[0]
crow_probs = res0_tags.get("probs")[1]
food_probs = res0_tags.get("probs")[2]
#print "food_probs"
#print food_probs
#if "bird" in res0_classes or "bottle" in res0_classes:
if (bottle_probs > 0.15):
print "bottle"
return False, "pretty" in res0_classes, res0_classes, u"おーいお茶"
elif (crow_probs > 0.15):
print "crow"
return False, "pretty" in res0_classes, res0_classes, None
elif (food_probs > 0.3):
print "food"
return False, "pretty" in res0_classes, res0_classes, u"チョコパイ"
res1 = api.tag(image_file, select_classes="pretty,smile")
print json.dumps(res1, indent=2)
res1_tags = res1.get("results",{})[0].get("result",{}).get("tag",{})
res1_classes = res1_tags.get("classes")
# TODO pretty thre
pretty_val = res1_tags.get("probs")[0]
smile_val = res1_tags.get("probs")[1]
print "PRETTY VAL=%s" % pretty_val
#data["person"], data["pretty"], data["tags"], data["item"]
return True, pretty_val>0.5, res0_classes, None示例2: check_pretty
# 需要导入模块: from clarifai.client import ClarifaiApi [as 别名]
# 或者: from clarifai.client.ClarifaiApi import tag [as 别名]
def check_pretty(imageurl):
api = ClarifaiApi()
#api.set_model("")
if imageurl.startswith('http'):
response = api.tag_image_urls(imageurl, select_classes="pretty,human")
elif os.path.isdir(imageurl):
response = tag_images_in_directory(imageurl)
elif os.path.isfile(imageurl):
with open(imageurl,'rb') as image_file:
response = api.tag(image_file, select_classes="pretty,human,man,woman")
else:
raise Exception("Must input url, directory path, or file path")
print json.dumps(response, indent=2)
return response示例3: main
# 需要导入模块: from clarifai.client import ClarifaiApi [as 别名]
# 或者: from clarifai.client.ClarifaiApi import tag [as 别名]
def main(argv):
if len(argv) > 1:
imageurl = argv[1]
else:
imageurl = 'http://clarifai-img.s3.amazonaws.com/test/toddler-flowers.jpeg'
api = ClarifaiApi()
#api.set_model("")
if imageurl.startswith('http'):
response = api.tag_image_urls(imageurl)
elif os.path.isdir(imageurl):
response = tag_images_in_directory(imageurl)
elif os.path.isfile(imageurl):
with open(imageurl,'rb') as image_file:
response = api.tag(image_file, select_classes="pretty,man,woman")
else:
raise Exception("Must input url, directory path, or file path")
resultCode = json.dumps(response, indent=2
)
print resultCode