通过以下代码可以爬取两大图片网站(百度和搜狗)的图片,对于人工智能、深度学习中图片数据的搜集很有帮助!
一、爬取百度图片
该代码可以爬取任意百度图片中自定义的图片:
import requests
import re
import time
import os
def saveImg(imgurlList, imgOs):
for i in imgurlList:
try:
response = requests.get(url=i).content
except:
print("error!")
else:
imgName = i[28: 36]
with open(imgOs + imgName + ".jpg", "wb") as file:
file.write(response)
print(i + " 下载完成!!")
def get_asjson(page, gsm, word):
url = f"https://image.baidu.com/search/acjson?tn=resultjson_com&logid=9123806616981181340&ipn=rj&ct=201326592&is=&fp=result&fr=&word={word}&queryWord={word}&cl=2&lm=-1&ie=utf-8&oe=utf-8&adpicid=&st=-1&z=&ic=&hd=&latest=©right=&s=&se=&tab=&width=&height=&face=0&istype=2&qc=&nc=1&expermode=&nojc=&isAsync=&pn={str(30 * int(page))}&rn=30&gsm={gsm}&{str(int(time.time() * 1000))}="
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.45 Safari/537.36',
'Referer': 'https://image.baidu.com/search/index?tn=baiduimage&ipn=r&ct=201326592&cl=2&lm=-1&st=-1&fm=result&fr=&sf=1&fmq=1637758492843_R&pv=&ic=&nc=1&z=&hd=&latest=©right=&se=1&showtab=0&fb=0&width=&height=&face=0&istype=2&dyTabStr=MCwzLDYsMiw0LDEsNSw4LDcsOQ%3D%3D&ie=utf-8&sid=&word=hello',
'Cookie': 'BDqhfp=hello%26%26-10-1undefined%26%2628989%26%2635; BAIDUID=0C2336F5F3D356371C46DF079632E0C8:FG=1; BAIDUID_BFESS=0C2336F5F3D356371C46DF079632E0C8:FG=1; BIDUPSID=0C2336F5F3D356371C46DF079632E0C8; __yjs_duid=1_32693704d239fea9266064fc8a3d25631637737833661; PSTM=1637737880; BDORZ=B490B5EBF6F3CD402E515D22BCDA1598; BDRCVFR[dG2JNJb_ajR]=mk3SLVN4HKm; userFrom=null; BDRCVFR[-pGxjrCMryR]=mk3SLVN4HKm; delPer=0; PSINO=6; __yjs_st=2_ZGU4ODA5ZTdmNzczMzgxNzRiZWZhNTdkODVkY2E5MzQ3NzM3Nzc2MzZlNjYzZmRiMWVjOTlmNWQzZDA3NWY1MzM2M2NkNjNmMjMzZWVlYzQxNGQ2ODIzYjlkNTdhYTUyZjdhNWQwNjQxZWE1YTI0MWZiNzQ1NTE0N2NlNTgwNjZjODlkNWVlZWI2ZDBkNjUzNmNiZDE3NzUyYTA4ZjkxYjI1NzNhODBjOGZhZTBmMzZkY2IwOWJmNjMxNjEzNmUxYjQxZmZhM2M1ODUzYTFkNTM4NTE5MzZjZjRkODliMTE1MmRmMDY1MjI4OGJiM2I3ZGMzMDdiNjI4MWE3NDgxZV83XzQyODU3N2M0; H_PS_PSSID=35295_34446_35104_31254_35237_35049_34584_34505_35245_34578_34872_26350_35210_35145_22160; indexPageSugList=%5B%22hello%22%2C%22bello%22%2C%22hello%20%22%5D; cleanHistoryStatus=0; ab_sr=1.0.1_MTJmNTIwNGNlNmI5NDg2YmZiZTI1OTM1MGZhNTJhZTZlMzVmODE2NmEwZjg5MjNlZWZjZWY1YTY3ZjQ2Yzc2MWZiNGRlODY2ZDJjOGE3N2RhMzg2NjcxZjEzY2ZiMDQ4ODNjYzgyZTZlNWM2NGQ4YjlhMzBlMWE1ZjU0ZTY2NzAxYmM0ZGRkOTM0MGI3NzUwOWZjODY2ODE5NmU1N2E1Yw=='
}
response = requests.get(url=url, headers=headers).text + "1111"
gsm = re.findall('"gsm":"(.*?)",', response)[0]
data = re.findall('"hoverURL":"(.*?)",', response)
return gsm, data
if __name__ == "__main__":
a = "1e"
key_word = "阳台" # 修改你要爬取的关键字
img = key_word + "_img\\"
os.mkdir(img)
for i in range(1, 2): #通过改变第二个数,修改要爬取的页数
asjson1 = get_asjson(i, a, key_word)
saveImg(asjson1[1], img)
a = asjson1[0]
while True:
asjson2 = get_asjson(int(i) + 1, a, key_word)
saveImg(asjson2[1], img)
a = asjson2[0]
break
二、爬取搜狗图片
该代码可以爬取任意搜狗图片中自定义的图片:
from urllib.parse import quote
import requests
# 填入需要搜索的内容
key_word = quote('阳台')
# 通过定义page决定爬取多少页,每一页有48张图片
page=50
for page in range(1, page):
startN=(page-1)*48
url = 'https://pic.sogou.com/napi/pc/searchList?mode=1&start={}&xml_len=48&query={}'.format(startN,key_word)
response = requests.get(url)
json_data = response.json()
allData = json_data['data']['items']
img_urls=[]
i = 0
for data in allData:
url = data['thumbUrl']
img_urls.append(url)
i=i+1
for num in range(i):
data=requests.get(img_urls[num],timeout=5).content
# 此处需要修改保存路径
with open('C:/Users/wbl/Desktop/AI/pc/L/'+'page'+str(page)+'-'+str(num)+'.jpg','wb')as file:
file.write(data)
print(num,'下载完成!!')
其他参考:
百度安全验证https://baijiahao.baidu.com/s?id=1764344909652245807&wfr=spider&for=pc
import requests
import re
def download_images(keyword, num):
url =';word='+ keyword
html = requests.get(url).text
img_urls = re.findall('"objURL":"(.*?)",', html, re.S)
count = 0
for img_url in img_urls:
if count < num:
print('Downloading:', img_url)
try:
response = requests.get(img_url, timeout=10)
content = response.content
file_name ='./images/'+ str(count)+'.jpg'
with open(file_name,'wb') as f:
f.write(content)
count += 1
except Exception as e:
print('Error:',e)
if __name__=='__main__':
download_images('美食', 10)