?? ??? ?? reCAPTCHA ????????? ?? ???? ???????

Rajinder Singh
Deep Learning Researcher
10-Sep-2024

??? ?????????? ??????, ???????? ??????? ?? ??????? ????? ?????? CAPTCHA ???????. ????????? ????????? ????????? ?????????? ??????? ?????? ??????????? ??????????? CAPTCHA ???????. CAPTCHA (?????????? ??? ?????????? ????? ?????????? ???????? ????????? ????????? ???????? ?????) ?? ????????? ?????? ??? ?? ????????? ??? ???? ?? ????????? ?????????? ????????? ?????? ?????? ????????????? ????? ???.
?? ????????????, ????? ????? ?????????? reCAPTCHA ?????????? ????? ???, ????????? ???? ???? ??????? ??? ??? ????? ??? ?????, ?????? ??? ???????? ?? ???? ???? ???? reCAPTCHA ?????????? ???? ???? ??? ???????? ?? ????.
??? ?????????? ?????? ????
WebScraping ?? ????????????? ???? ????? ???????? ????????? ???. ?? ????????? ?-?????? ????????????? ?????? ???? ??????????, ????? ??? ???? ?????????? ????? ????? ??? ????????????? ?????? ??????? ?????????? ?????? ????. ??????????????? ????????? HTTP ???????? ???? ??? ?????????????? ???? ????? ???? ???????? ???. ?????, ???? ????????? ????????? ?????? ??????????? CAPTCHA ???????.
reCAPTCHA ?????????? ??????
reCAPTCHA v2
reCAPTCHA V2, ?? ???????? CAPTCHA ?????? ????? ?????? ???? ??? "?? ????? ????" ???? ?????? "????????" ?????? ?????? ?????. ????????????? ?? ?????? ??? ?? ???????? ?????????? ???? ??????? ????????? ????? ????.
reCAPTCHA v3
reCAPTCHA V3 ???????????? ????? ????, ???????? ????? ??????????? ???????????????? ????????? ????????? ????. ?? ??????? ????????? ?????? ?????? ???? ???????????????? ??????? ??????? ??????????? ??????????? ?????? ?????? ???, ?????? ???? ??????? ????? ?????????? ????? ???????? ??????? ???????????? ???? ??? ????.
?????? reCAPTCHA
?????? reCAPTCHA ?? reCAPTCHA v2 ?? ???? ????????? ?????? ??????? ???, ???? ?????? ???? ??????? ????? ?????? ???????? ???????? ????? ????????? ?????.

CAPTCHA ?????? ?????
???????
????????? ???????? ????????? CAPTCHA ????????? ??? ???? ??????????, ?????? ????? ???????? ???? ??? ????:
- ????? ?????????: Captcha Solver Auto Solve ????????? ??????? ???.
- ????????? ?????????: Captcha Solver Auto Solver FireFox Version ??????? ???.
Capsolver ?????
Capsolver ?? ?? ???? ??? ?? ???????? ??????????????? CAPTCHA ?????????? ????????? ?????? ????. CAPTCHA ?????????? ???????????:
- Capsolver ?? ??.
- ??????? ???????????? ???????? ????? ??????????? ??????? ????????? "F12" ?? ????.
- Capsolver Captcha Detector ???? ???????? ????? ????????? ???.

CAPTCHA ???
???? ?????? Capsolver ??? ??????????, CAPTCHA ?????????? ??????????? ????? ?????????? ?????? ???:
- Capsolver ????? ??? ? ????, ???? ????????? ?? ???? ?????? CAPTCHA ???? ??? ???????.
- CAPTCHA ????????????? ?????? ??????? ???.
- CAPTCHA ???? ???????????? Capsolver ????? ??? ??? ??? ???? ?????? ???.
reCAPTCHA ???
Capsolver Captcha Detector reCAPTCHA ????? ??????? ?????? ??? ????:

reCAPTCHA ???? ????? ??????????:
Website URL
Site Key
pageAction
isInvisible
isEnterprise
isSRequired
isReCaptchaV3
API Domain
???? ?? ?????????? ????? ??, Capsolver ????????? ?????? CAPTCHA ????? ?????????? ?????? ???? ????????? JSON ???????? ??? ????.

???? ???? ???? reCAPTCHA ?????????? ??????
??? ?????????? ????????????? ??? ??????, CAPTCHA ?????? ?????? ?????? ??? ????, ??????: ?????? ???????? ???? ???? ???? CAPTCHA ???????? ?????. ?????? ?????? ???? reCAPTCHA ?????????? ???? ???? ???????????? ??? ???????? ?? ???? ???.
??????: ???? ???? ???? reCAPTCHA v2 ??????? ??????
python
import capsolver
import threading
capsolver.api_key = "Your Capsolver API Key"
PAGE_URL = "PAGE_URL"
PAGE_KEY = "PAGE_SITE_KEY"
def solve_recaptcha_v2():
solution = capsolver.solve({
"type": "ReCaptchaV2TaskProxyless",
"websiteURL": PAGE_URL,
"websiteKey": PAGE_KEY,
})
return solution
def solve_recaptcha_task(result_list, index):
result = solve_recaptcha_v2()
result_list[index] = result
def solve_multiple_recaptchas(num_tasks):
threads = []
results = [None] * num_tasks
for i in range(num_tasks):
thread = threading.Thread(target=solve_recaptcha_task, args=(results, i))
threads.append(thread)
thread.start()
for thread in threads:
thread.join()
return results
def main():
num_tasks = 10 # ???? ???? ????????? ??????
print(f"Solving {num_tasks} reCaptcha v2 tasks simultaneously")
solutions = solve_multiple_recaptchas(num_tasks)
for i, solution in enumerate(solutions):
print(f"Solution {i+1}: {solution}")
if __name__ == "__main__":
main()
???? ???? ???? reCAPTCHA v3 ??????? ??????
reCAPTCHA v3 ?????????? ????????? v2 ?????? ???, ????? ???????? CAPTCHA ?????? ??????????? ???????? ???? ?????? ???.
python
```python
import capsolver
import threading
capsolver.api_key = "Your Capsolver API Key"
PAGE_URL = "PAGE_URL"
PAGE_KEY = "PAGE_SITE_KEY"
def solve_recaptcha_v3():
solution = capsolver.solve({
"type": "ReCaptchaV3TaskProxyless",
"websiteURL": PAGE_URL,
"websiteKey": PAGE_KEY,
})
return solution
def solve_recaptcha_task(result_list, index):
result = solve_recaptcha_v3()
result_list[index] = result
def solve_multiple_recaptchas(num_tasks):
threads = []
results = [None] * num_tasks
for i in range(num_tasks):
thread = threading.Thread(target=solve_recaptcha_task, args=(results, i))
threads.append(thread)
thread.start()
for thread in threads:
thread.join()
return results
def main():
num_tasks = 10 # ???? ???? ????????? ??????
print(f"Solving {num_tasks} reCaptcha v3 tasks simultaneously")
solutions = solve_multiple_recaptchas(num_tasks)
for i, solution in enumerate(solutions):
print(f"Solution {i+1}: {solution}")
if __name__ == "__main__":
main()
???? ???? ???? reCAPTCHA v3 ??????? ??????
reCAPTCHA v3 ?????????? ????????? v2 ?????? ???, ????? ???????? CAPTCHA ?????? ??????????? ???????? ???? ?????? ???.
python
```python
import capsolver
import threading
capsolver.api_key = "Your Capsolver API Key"
PAGE_URL = "PAGE_URL"
PAGE_KEY = "PAGE_SITE_KEY"
def solve_recaptcha_v3():
solution = capsolver.solve({
"type": "ReCaptchaV3TaskProxyless",
"websiteURL": PAGE_URL,
"websiteKey": PAGE_KEY,
})
return solution
def solve_recaptcha_task(result_list, index):
result = solve_recaptcha_v3()
result_list[index] = result
def solve_multiple_recaptchas(num_tasks):
threads = []
results = [None] * num_tasks
for i in range(num_tasks):
thread = threading.Thread(target=solve_recaptcha_task, args=(results, i))
threads.append(thread)
thread.start()
for thread in threads:
thread.join()
return results
def main():
num_tasks = 10 # ???? ???? ????????? ??????
print(f"Solving {num_tasks} reCaptcha v3 tasks simultaneously")
solutions = solve_multiple_recaptchas(num_tasks)
for i, solution in enumerate(solutions):
print(f"Solution {i+1}: {solution}")
if __name__ == "__main__":
main()
reCAPTCHA v3 ??????? ??? reCAPTCHA v2 ??????? ??????
python
import capsolver
# ????????? ?????????? ???????? ?? ?????????? ????? ???
capsolver.api_key = "Your Capsolver API Key"
PAGE_URL_V2 = "PAGE_URL"
PAGE_KEY_V2 = "PAGE_SITE_KEY"
PAGE_URL_V3 = "PAGE_URL"
PAGE_KEY_V3 = "PAGE_SITE_KEY"
def solve_recaptcha_v2(url, key):
solution = capsolver.solve({
"type": "ReCaptchaV2TaskProxyless",
"websiteURL": url,
"websiteKey": key,
})
return solution
def solve_recaptcha_v3(url, key):
solution = capsolver.solve({
"type": "ReCaptchaV3TaskProxyless",
"websiteURL": url,
"websiteKey": key,
"minScore": 0.5 # ?? ?????? ???? ?? ????? ?????? ???????? ???
})
return solution
def main():
print("Solving reCaptcha v2")
solution_v2 = solve_recaptcha_v2(PAGE_URL_V2, PAGE_KEY_V2)
print("Solution (v2): ", solution_v2)
print("Solving reCaptcha v3")
solution_v3 = solve_recaptcha_v3(PAGE_URL_V3, PAGE_KEY_V3)
print("Solution (v3): ", solution_v3)
if __name__ == "__main__":
main()
???? ???
????? ???? ??? ????? CAPTCHA ???????????? ?????; CapSolver: scrape. ?? ????? ??????????, ???????? ???????? ??????? ???? 5% ???????? ???? ?????, ?????????
???? ??????????, ?? ????? ????
????????
???? CAPTCHA ?????????? ??????? ?? ??? ??????????????? ??? ???????? ????????? ??????????? ?? ?????????? ?????? ???, ??????: ????????? ????????? ??????? ??????????? ??? ?????. Capsolver ??????? ?????? ??? ?????????? ?????????? ????? ?????????, ?????? ?????????? CAPTCHA ?????????? ?????? ????????? ??? ????, ??????? ??????????????? ???? ?????????? ????????? ????????? ??? ????.
??????? ????????: ?? ????? ?? ?????? ?? ?? ??????? ???? ????????? ?????????? ?? ??? ??? CapSolver ??? ???? ??????? ?? ???????? ?? ???? ???? ?? ??? ????????? ??? CapSolver ??????? ?? ????? ????, ???????? ?? ???????? ???? ???? ?????????? ?? ??? ???? ???? ?????? ?? ?? ???? ???? ?? ?????? ????? ?????? ?????? ?????????? ????? ?? ????? ????? ?? ???-??? ????????? ???? ???????? ?? ????? ?????? ????????? ?? ?? ???? ??? 100% ??????? ????????? ???? ???? ?? ???? ?????? ?? ????????? ????? ?? ??????????? ???? ???? ???? ??????? ?? ???, ????? ????? ???? ?? ?????? ?? ???????? ???? ?? ?????
????

???? ?? reCAPTCHA Enterprise ??????? ?? ?? ????, v2, v2 ??????, v3, v3 ?????????? 0.9 ?????
?????? ???? ???? ?? reCaptcha ??????? ?? CapSolver ?? ???: ?? ???? reCaptcha ?? ??????? ??? ?? ?? ???? ?? ??? ???-??-??? ?????????? ?????? ???? ??, ?? ??? ???? ?????? ????????? ???? ???

Rajinder Singh
11-Oct-2025

???? ?? ???? ??? ??????
?? ????? ????? ??? ??? ?????? ?? ?? ???? ?? ???? ??? ?? ??????? ???? ?????? ???? ??, ?? ?? ??? ?? ????? ????? ????????? ?? ???????? ???? ?? ??? ???? ???? ??? ?? ??? ?????? ???? ??, ???? ???????? ?? ???? ???? ??, ??? ????????? ?? API ?? ????? ?? ???-??-??? ???? ?? ??????? ????? ???? ??? ???? ??? ?? ????????? ??? ????? ?????? ?? ????????????? ?? ?????? ????? ???? ????? ??? ??? ?????? ?? ???? ?? ??? ????????? ?? ????? ?? ??????????? ?? ????? ?? ?? ??? ?? ??? ?????? ???? ??, ?? ?????? ?????? ???? ??????? ?? ??? ?????? ???????? ?????? ?? ???? ???

Rajinder Singh
11-Oct-2025

??????? ??2 ?????? ???? ?? ????
?? ????? reCaptcha v2 ?????? ?? ?? ???? ?? ???? ??? ?? ???????? ???? ??? ?? ?????? ??????? ?? Capsolver ?? ??? ???? ?? ???? ???????? ?? ?????? ???? ?? ?? ???-??-??? ???? ?????? ???? ??? ????? ?? ????? ?? ?????? ???? ??? ???? ????? ??? ??, ????? ???? ??????? ?? reCaptcha v2 ?????? ?? ???? ???? ?? ?? ???? ?? ????????? ??? ?? ???? ?? ???? ??? ?? ?? ???????? ?? ??????? ???? ??, ?? ????????? ???? ?? ?? ???? ?? ??? ???? ???? ????????? ?? ???? ??? ??????? ???? ???

Rajinder Singh
11-Oct-2025

???????? v3 ?? ????
"reCaptcha V3 ?? CapSolver ?? ??? ?? ???? ?????: ????? ????? ??????, ??? API ??????, ?? ??????? ?? ??????? ?? ??? ??????? ??????"

Rajinder Singh
10-Oct-2025

reCaptcha ?? ?????? ??????? ?? ??? ???? ?????
reCAPTCHA ?? ?????? ?? ??? ????? ??? ?? JavaScript ??????? ?? ????? ???? ????? ?? ?? reCAPTCHA ?? ??????????? ?? ???? ?? ??? ????????? ???? ??? ???? ?? ????? ?? ????????? ??????????? ???? ??? ?? ?? ?? ??? ???? ???

Rajinder Singh
23-Sep-2025

Cloudflare Challenge ???? ?? ????
CapSolver ?? Cloudflare ????????? ?? ????? ?? ??? ????? ?? ???? Cloudflare ?? ??????? ?? ?? ???? ?? ??? ?????? ?????? ?? ????? ???? ??, ?????? ??????? ????? ?? ??????? ?? ??? ??? ???????? ????????? ???? ??? ???

Rajinder Singh
23-Sep-2025