直接寫代碼吧
#改進檢測地區
import os
import exifread
import re
import sys
import requests
import json
__author__ = 'DaDaLuLa'
# ************************************************************************
# 代碼功能: #
# 1.讀取所有圖片文件的exif信息 #
# 2.提取圖片中的經緯度,將度、分、秒轉換爲小數形式 #
# 3.利用百度地圖API接口將經緯度轉換成地址形式 #
# ************************************************************************
# 遍歷文件夾及子文件夾中的所有圖片,逐個文件讀取exif信息
def get_pic_GPS(pic_dir):
items = os.listdir(pic_dir)
for item in items:
path = os.path.join(pic_dir, item)
if os.path.isdir(path):
get_pic_GPS(path)
else:
imageread(path)
# 將經緯度轉換爲小數形式
def convert_to_decimal(*gps):
# 度
if '/' in gps[0]:
deg = gps[0].split('/')
if deg[0] == '0' or deg[1] == '0':
gps_d = 0
else:
gps_d = float(deg[0]) / float(deg[1])
else:
gps_d = float(gps[0])
# 分
if '/' in gps[1]:
minu = gps[1].split('/')
if minu[0] == '0' or minu[1] == '0':
gps_m = 0
else:
gps_m = (float(minu[0]) / float(minu[1])) / 60
else:
gps_m = float(gps[1]) / 60
# 秒
if '/' in gps[2]:
sec = gps[2].split('/')
if sec[0] == '0' or sec[1] == '0':
gps_s = 0
else:
gps_s = (float(sec[0]) / float(sec[1])) / 3600
else:
gps_s = float(gps[2]) / 3600
decimal_gps = gps_d + gps_m + gps_s
# 如果是南半球或是西半球
if gps[3] == 'W' or gps[3] == 'S' or gps[3] == "83" or gps[3] == "87":
return str(decimal_gps * -1)
else:
return str(decimal_gps)
# 讀取圖片的經緯度和拍攝時間
def imageread(path):
f = open(path, 'rb')
GPS = {}
Data = ""
try:
tags = exifread.process_file(f)
except:
return
print(tags)
'''
for tag in tags:
print(tag,":",tags[tag])
'''
# 南北半球標識
if 'GPS GPSLatitudeRef' in tags:
GPS['GPSLatitudeRef'] = str(tags['GPS GPSLatitudeRef'])
# print(GPS['GPSLatitudeRef'])
else:
GPS['GPSLatitudeRef'] = 'N' # 缺省設置爲北半球
# 東西半球標識
if 'GPS GPSLongitudeRef' in tags:
GPS['GPSLongitudeRef'] = str(tags['GPS GPSLongitudeRef'])
# print(GPS['GPSLongitudeRef'])
else:
GPS['GPSLongitudeRef'] = 'E' # 缺省設置爲東半球
# 海拔高度標識
if 'GPS GPSAltitudeRef' in tags:
GPS['GPSAltitudeRef'] = str(tags['GPS GPSAltitudeRef'])
# 獲取緯度
if 'GPS GPSLatitude' in tags:
lat = str(tags['GPS GPSLatitude'])
# 處理無效值
if lat == '[0, 0, 0]' or lat == '[0/0, 0/0, 0/0]':
return
deg, minu, sec = [x.replace(' ', '') for x in lat[1:-1].split(',')]
# 將緯度轉換爲小數形式
GPS['GPSLatitude'] = convert_to_decimal(deg, minu, sec, GPS['GPSLatitudeRef'])
# 獲取經度
if 'GPS GPSLongitude' in tags:
lng = str(tags['GPS GPSLongitude'])
# print(lng)
# 處理無效值
if lng == '[0, 0, 0]' or lng == '[0/0, 0/0, 0/0]':
return
deg, minu, sec = [x.replace(' ', '') for x in lng[1:-1].split(',')]
# 將經度轉換爲小數形式
GPS['GPSLongitude'] = convert_to_decimal(deg, minu, sec, GPS['GPSLongitudeRef']) # 對特殊的經緯度格式進行處理
# 獲取海拔高度
if 'GPS GPSAltitude' in tags:
GPS['GPSAltitude'] = str(tags["GPS GPSAltitude"])
# 獲取圖片拍攝時間
if 'Image DateTime' in tags:
GPS["DateTime"] = str(tags["Image DateTime"])
print(GPS["DateTime"])
elif "EXIF DateTimeOriginal" in tags:
GPS["DateTime"] = str(tags["EXIF DateTimeOriginal"])
print(GPS["DateTime"])
if 'Image Make' in tags:
print('照相機制造商:', tags['Image Make'])
if 'Image Model' in tags:
print('照相機型號:', tags['Image Model'])
if 'Image ExifImageWidth' in tags:
print('照片尺寸:', tags['EXIF ExifImageWidth'],tags['EXIF ExifImageLength'])
if 'GPSLatitude' in GPS:
# 將經緯度轉換爲地址
convert_gps_to_address(GPS)
# 利用百度全球逆地理編碼服務(Geocoder)Web API接口服務將經緯轉換爲位置信息
def convert_gps_to_address(GPS):
secret_key = 'zbLsuDDL4CS2U0M4KezOZZbGUY9iWtVf' # 百度密鑰
lat, lng = GPS['GPSLatitude'], GPS['GPSLongitude']
# 注意coordtype爲wgs84ll(GPS經緯度),否則定位會出現偏差
baidu_map_api = "http://api.map.baidu.com/geocoder/v2/?coordtype=wgs84ll&location={0},{1}&output=json&pois=0&ak={2}".format(
lat, lng, secret_key)
content = requests.get(baidu_map_api).text
gps_address = json.loads(content)
# 結構化的地址
print(gps_address)
formatted_address = gps_address["result"]["formatted_address"]
# 國家(若需訪問境外POI,需申請逆地理編碼境外POI服務權限)
country = gps_address["result"]["addressComponent"]["country"]
# 省
province = gps_address["result"]["addressComponent"]["province"]
# 城市
city = gps_address["result"]["addressComponent"]["city"]
# 區
district = gps_address["result"]["addressComponent"]["district"]
# 語義化地址描述
sematic_description = gps_address["result"]["sematic_description"]
# 將轉換後的信息寫入文件
with open("gps_address.csv", "a+") as csv:
csv.write(GPS[
"DateTime"] + "|" + formatted_address + "|" + country + "|" + province + "|" + city + "|" + district + "|" + sematic_description + "\n")
if __name__ == "__main__":
get_pic_GPS("./image")
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