def check_pornographic_content(image_path):
nudity = Nudity()
# returns True or False
is_offensive = nudity.has(image_path)
# gives nudity / inappropriate content score between 0.0 - 1.0
score = nudity.score(image_path)
print(is_offensive)
if score < 0.0001:
score = 0.0
print(score)
return [is_offensive, score]
class Instagram:
def __init__(self, username, password):
self.username = username
self.password = password
self.nudity = Nudity()
self.instagram_api = InstagramAPI(username, password)
self.instagram_api.login()
if self.instagram_api.LastJson['status'] == "fail":
print(Fore.RED + self.instagram_api.LastJson['message'] + Fore.RED)
sys.exit()
def check_location(self, lat, lng, nudes=False,firearm=False):
self.instagram_api.geosearchLocations(lat, lng)
print("Looking for photos nearby " + Fore.GREEN + str(lat) + ", " + str(lng) + Fore.RESET)
last1 = self.instagram_api.LastJson
if not os.path.exists('location/'):
os.mkdir('location/')
print("Places: ")
for place in last1['venues']:
if place['address']:
print(Fore.LIGHTBLUE_EX + place['address'] + Fore.RESET)
for place in last1['venues']:
c = 0
print("Checking " + Fore.LIGHTBLUE_EX + place['address'] + Fore.RESET)
self.instagram_api.getLocationFeed(place['external_id'])
last2 = self.instagram_api.LastJson
# try:
# print("Found " + Fore.CYAN + str(len(last2['items'])) + Fore.RESET+ " results")
# except Exception as e:
# break
if not os.path.exists('location' + "/" + place['address']):
os.mkdir('location' + "/" + place['address'])
if not os.path.exists('location' + "/" + place['address'] + "/artifacts"):
os.mkdir('location/' + place['address'] + "/artifacts")
for photo in last2['items']:
if 'carousel_media' in photo: # only carousel media?
try:
print("[i] Downloading " + photo['carousel_media'][0]['image_versions2']['candidates'][0][
'url'] + " to " + 'location/' + Fore.YELLOW + place['address'] + "/" + photo['user']['username'] + ".jpg" + Fore.RESET)
urlretrieve(photo['carousel_media'][0]['image_versions2']['candidates'][0][
'url'],'location' + "/" + place['address'] + "/" +photo['user']['username']+ ".jpg")
if nudes:
score = self.nudity.score('location' + "/" + place['address'] + "/" +photo['user']['username']+ ".jpg")
print("Detected score: " + Fore.CYAN + str(round(score, 4)) + Fore.RESET)
if score > 0.5:
print(Fore.RED + " Found nude")
print(
" Timestamp: " + Fore.RED + str(
datetime.utcfromtimestamp(photo['taken_at']).strftime('%Y-%m-%d %H:%M:%S')) + Fore.RED)
print(Fore.LIGHTCYAN_EX + " " + photo['user']['username'] + Fore.RESET)
if photo['caption'] is not None:
print(" Text:" + photo['caption']['text'])
# print(" Text:" + photo['caption']['text'])
print(" Moving to /artifacts")
try:
os.rename('location' + "/" + place['address'] + "/" + photo['user']['username'] + ".jpg",
'location' + "/" + place['address'] + "/artifacts/" + "" + photo['user']['username'] + ".jpg")
except Exception as e:
print (e.args)
else:
print(Fore.GREEN + " No nude" + Fore.RESET)
elif firearm:
detection = utilssy.detect_firearm(
image_path="location" + "/" + place['address'] + "/" + photo['user']['username'] + ".jpg",
output_path="location" + "/" + place['address'] + "/" + photo['user']['username'] + "_box.jpg")
c = c + 1
except Exception as e:
print(e.with_traceback())
def check_hashtag(self,hashtag, nudes=False,firearm=False):
req = urlopen("https://www.instagram.com/explore/tags/" + hashtag + "/?__a=1")
json_req = json.loads(req.read())
c = 0
if not os.path.exists('hashtags'):
os.mkdir('hashtags')
if not os.path.exists("hashtags/"+hashtag):
os.mkdir("hashtags/"+hashtag)
if not os.path.exists("hashtags/"+hashtag + "/artifacts"):
os.mkdir("hashtags/"+hashtag + "/artifacts")
for i in json_req['graphql']['hashtag']['edge_hashtag_to_top_posts']['edges']:
try:
print(
"[i] Downloading " + i['node']['display_url'] + Fore.YELLOW +" to hashtags/" + hashtag + "/" + i['node']['owner']['id'] + ".jpg" + Fore.RESET)
urlretrieve(i['node']['display_url'], "hashtags/"+hashtag + "/"+i['node']['owner']['id'] + ".jpg")
if nudes:
score = self.nudity.score("hashtags/"+ hashtag + "/" +i['node']['owner']['id'] + ".jpg")
print("Detected score: " + Fore.CYAN + str(round(score, 4)) + Fore.RESET)
if score > 0.5:
print(Fore.RED + " Found nude" + Fore.RESET)
print(" Timestamp: " + Fore.RED + str(
datetime.utcfromtimestamp(i['node']['taken_at_timestamp']).strftime('%Y-%m-%d %H:%M:%S')) + Fore.RESET)
# print(" Access:" + i['node']['accessibility_caption'])
print(" Owner: " + Fore.LIGHTMAGENTA_EX + i['node']['owner']['id'] + Fore.RESET)
self.instagram_api.getUsernameInfo(i['node']['owner']['id'])
print(" Username: "******" Full name: " + Fore.LIGHTRED_EX + self.instagram_api.LastJson['user']['full_name'] + Fore.RESET)
print(" Bio: " + self.instagram_api.LastJson['user']['biography'])
print(" Url: " + self.instagram_api.LastJson['user']['external_url'])
print(" Moving to /artifacts")
os.rename("hashtags/"+hashtag + "/" +i['node']['owner']['id'] + ".jpg", "hashtags/"+hashtag + "/artifacts/" +self.instagram_api.LastJson['user']['username']+ ".jpg")
elif firearm:
self.instagram_api.getUsernameInfo(i['node']['owner']['id'])
detection = utilssy.detect_firearm(image_path="hashtags/" + hashtag + "/"+i['node']['owner']['id'] + ".jpg",
output_path="hashtags/" + hashtag + "/artifacts/"+ self.instagram_api.LastJson['user']['username'] + "_box.jpg")
if detection:
print(" Timestamp: " + Fore.RED + str(
datetime.utcfromtimestamp(i['node']['taken_at_timestamp']).strftime(
'%Y-%m-%d %H:%M:%S')) + Fore.RESET)
# print(" Access:" + i['node']['accessibility_caption'])
print(" Owner: " + Fore.LIGHTMAGENTA_EX + i['node']['owner']['id'] + Fore.RESET)
self.instagram_api.getUsernameInfo(i['node']['owner']['id'])
print(" Username: "******" Full name: " + Fore.LIGHTRED_EX + self.instagram_api.LastJson['user'][
'full_name'] + Fore.RESET)
print(" Bio: " + self.instagram_api.LastJson['user']['biography'])
print(" Url: " + self.instagram_api.LastJson['user']['external_url'])
print(" Moving to /artifacts")
except Exception as e:
print(e.with_traceback())
c = c + 1
def check_user(self, username, stop, nudes=False,firearm=False):
url = "https://www.instagram.com/web/search/topsearch/?context=blended&query=" + username + "&rank_token=0.3953592318270893&count=1"
response = urlopen(url)
respJSON = json.loads(response.read())
try:
user_id = str(respJSON['users'][0].get("user").get("pk"))
except Exception as e:
print(e.args)
sys.exit()
if not os.path.exists('users'):
os.mkdir('users')
if not os.path.exists("users/" + username):
os.mkdir("users/" + username)
if not os.path.exists("users/" + username+"/artifacts"):
os.mkdir("users/" + username+"/artifacts")
self.instagram_api.getUsernameInfo(user_id)
########PRINT INFO#############
print(self.instagram_api.LastJson['user']['username'])
print(self.instagram_api.LastJson['user']['full_name'])
print(self.instagram_api.LastJson['user']['biography'])
print(self.instagram_api.LastJson['user']['external_url'])
nextmaxid = ""
rating = []
c = 0
while c < stop:
self.instagram_api.getUserFeed(user_id, nextmaxid)
for i in self.instagram_api.LastJson['items']:
try:
print("[i] Downloading " + i['image_versions2']['candidates'][0][
'url'] + Fore.YELLOW + " to " +"users/"+ username + "/image"+str(c) + ".jpg" + Fore.RESET)
urlretrieve(i['image_versions2']['candidates'][0]['url'],"users/" + username + "/" + "/image"+str(c) + ".jpg")
if nudes:
score = self.nudity.score("users/" +username + "/" + "/image"+str(c) + ".jpg")
rating.append(score)
print("Detected score: " + Fore.CYAN + str(round(score, 4)) + Fore.RESET)
if score > 0.5:
print(Fore.RED + " Found nude" + Fore.RESET)
print(" Timestamp: " + Fore.RED + str(
datetime.utcfromtimestamp(i['taken_at']).strftime(
'%Y-%m-%d %H:%M:%S')) + Fore.RESET)
print(" Text: " + i['caption']['text'])
print(" Moving to /artifacts")
os.rename("users/" +username + "/image" + str(c) + ".jpg",
"users/" + username + "/artifacts/image" + str(c) + ".jpg")
else:
c = c + 1
elif firearm:
detection = utilssy.detect_firearm(
image_path="users/" + username + "/" + "/image"+str(c) + ".jpg",
output_path="users/" + username + "/artifacts/" + "/image"+str(c) + "_box.jpg")
if detection:
print(" Timestamp: " + Fore.RED + str(
datetime.utcfromtimestamp(i['taken_at']).strftime(
'%Y-%m-%d %H:%M:%S')) + Fore.RESET)
print(" Text: " + i['caption']['text'])
print(" Moving to /artifacts")
c = c + 1
else:
c = c + 1
except Exception as e:
print(e.args)
nextmaxid = self.instagram_api.LastJson['next_max_id']
######CAROUSEL media
# if help == 0:
# try:
# print("[i] Downloading " + i['image_versions2']['candidates'][0][
# 'url'] + " into +" + ig_username + "/image" + str(c) + ".jpg")
# urlretrieve(i['carousel_media'][0]['image_versions2']['candidates'][0]['url'], "image" + str(c) + ".jpg")
# score = nudity.score(ig_username + "/image" + str(c) + ".jpg")
# print("Detected score: " + str(round(score, 4)))
# # print(nudity.has(ig_username + "/image" + str(c) + ".jpg"))
# if nudity.has(ig_username+"image" + str(c) + ".jpg"):
# print ("Found photo with " + str(round(score, 4)) + ". Moving to /artifacts")
# os.rename(ig_username + "/image" + str(c) + ".jpg", ig_username + "/artifacts/image" + str(c) + ".jpg")
# # print(round(score, 4))
# rating.append(score)
# # print(nudity.has("image" + str(c) + ".jpg"))
# except Exception as e:
# print(e.args)
# print (c)
if nudes:
avg = sum(rating) / len(rating)
# avg = np.mean(rating)
print("Whoregrade: " + str(avg))
def nudity_filter(file):
nudity = Nudity()
if nudity.has(file) == True:
statement = 'image is above obscenity threshold'
return(nudity.score(file), statement)