def clarifai():
clarifai = ClarifaiCustomModel()
concept_name = 'piyali'
PIYALI_POSITIVES = [
'http://anshulkgupta.com/hackmit/piyali1.png',
'http://anshulkgupta.com/hackmit/piyali2.png',
'http://anshulkgupta.com/hackmit/piyali3.png',
'http://anshulkgupta.com/hackmit/piyali4.png'
]
for positive_example in PIYALI_POSITIVES:
clarifai.positive(positive_example, concept_name)
PIYALI_NEGATIVES = [
'http://anshulkgupta.com/hackmit/anshul1.png',
'http://anshulkgupta.com/hackmit/anshul2.png',
'http://anshulkgupta.com/hackmit/annie1.png',
'http://anshulkgupta.com/hackmit/annie2.png'
]
for negative_example in PIYALI_NEGATIVES:
clarifai.negative(negative_example, concept_name)
clarifai.train(concept_name)
PIYALI_TEST = [
'http://anshulkgupta.com/hackmit/piyali-test1.png'
]
NOT_PIYALI = [
'http://anshulkgupta.com/hackmit/annie-test1.png',
'http://anshulkgupta.com/hackmit/anshul-test1.png',
'http://anshulkgupta.com/hackmit/anshul-test2.png'
]
data = []
for test in PIYALI_TEST + NOT_PIYALI:
result = clarifai.predict(test, concept_name)
data.append([result['status']['message'],
result['urls'][0]['score'],
result['urls'][0]['url']])
return render_template('clarifai.html', data=data)
from clarifai_basic import ClarifaiCustomModel
import sys
if len(sys.argv) < 2:
print("please provide a valid URL or File Path")
print("syntax: python .\predict.py [URL|File]")
exit()
# assumes environment variables are set.
clarifai_api = ClarifaiCustomModel("Qu6z2uKlfDgqa7Atn1HlOBa3pakRBQHflQicLNr_",
"8WgQ8D4Dp9IW1JilxEfjXjgg1geq1zpaeT3P7Rk3")
url = sys.argv[1]
result = clarifai_api.predict(url, 'perfect')
perfect = result["urls"][0]["score"]
result = clarifai_api.predict(url, 'dent')
dent = result["urls"][0]["score"]
output = {"url": url, "state": "undef", "score": 0}
if dent > perfect:
output["state"] = "dent"
output["score"] = dent
else:
output["state"] = "perfect"
output["score"] = perfect
from clarifai_basic import ClarifaiCustomModel
import os
import urllib2, socket
# instantiate clarifai client
clarifai = ClarifaiCustomModel()
p=os.getcwd()
p=p.replace('\\','/')
#XXXXXXXXXXXXXXXXXXX CAR XXXXXXXXXXXXXXXXXXXXXXXXXXXXX
POSITIVES = []
pos=p+"/images/cars.txt"
with open(pos) as f:
POSITIVES = [x.strip('\n') for x in f.readlines()]
NEGATIVES = []
neg=p+"/images/bikes.txt"
with open(neg) as f:
NEGATIVES.extend([x.strip('\n') for x in f.readlines()])
neg=p+"/images/buses.txt"
with open(neg) as f:
NEGATIVES.extend([x.strip('\n') for x in f.readlines()])
neg=p+"/images/motorbikes.txt"
with open(neg) as f:
NEGATIVES.extend([x.strip('\n') for x in f.readlines()])
for i in POSITIVES:
try:
urllib2.urlopen(i)
