Python調用騰訊API進行人像動漫化效果實例

更新時間：2024年04月08日 11:22:23 作者：ZHW_AI課題組

最近上網(wǎng)的時候看到了一個有趣的東西,叫做人物動漫化,嘗試著用python實現(xiàn)了,所以下面這篇文章主要給大家介紹了關于Python調用騰訊API進行人像動漫化效果的相關資料,需要的朋友可以參考下

1. API獲取

1.確保電腦正確連接網(wǎng)絡。

2.瀏覽器搜索“騰訊云”，或者輸入網(wǎng)址：

https://cloud.tencent.com

3.進行簡單的注冊、實名認證。

4.新建一個密鑰

5.在搜索框搜索人像變換，點擊控制臺入口下方的人像動漫畫，掃碼實名認證。

6.實名驗證成功之后，就可在此頁面查看API的調用情況。

7.搜索相關文檔找到想要的API

8.勾選“只看必要參數(shù)”，隨意選擇一個地區(qū)，點擊“發(fā)起調用”，右邊框中選擇自己熟悉的計算機語言，我選用的是python

2. 代碼調試

2.1整體結構

2.2 代碼解析

pip 安裝騰訊云SDK：

pip install --upgrade tencentcloud-sdk-python

導入必要的包，輸入申請好的密鑰和密碼，讀取圖片，然后將圖片轉碼。

import json
from tencentcloud.common import credential
from tencentcloud.common.profile.client_profile import ClientProfile
from tencentcloud.common.profile.http_profile import HttpProfile
from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
from tencentcloud.ft.v20200304 import ft_client, models
import base64

SecretId = "自己的SecretId"
SecretKey = "自己的SecretKey"

img_dir = "C:/Users/Ben/Desktop/img/flower.jpg"
with open(img_dir, 'rb') as f:
    base64_data = base64.b64encode(f.read())
    base64_code = base64_data.decode()

問：圖片在發(fā)送之前被編碼成了啥？答：一堆神秘的字符串

調用API處理圖片，接收數(shù)據(jù)，解碼顯示。

pip 安裝騰訊云SDK：

try:
    cred = credential.Credential(SecretId, SecretKey)
    httpProfile = HttpProfile()
    httpProfile.endpoint = "ft.tencentcloudapi.com"
    clientProfile = ClientProfile()
    clientProfile.httpProfile = httpProfile
    client = ft_client.FtClient(cred, "ap-beijing", clientProfile)
    req = models.FaceCartoonPicRequest()
    req.Image = base64_code
    resp = client.FaceCartoonPic(req)
    print(resp)
    json_data = resp.to_json_string()
    bb = json.loads(json_data)

    image = bb["ResultImage"]

    with open('C:/Users/Ben/Desktop/img/flower2.jpg', 'wb') as f:
        f.write(base64.b64decode(image))
        f.close()

問：API調用成功返回給電腦了什么？

答：返回一個字典類型的數(shù)據(jù)。

2.3完整代碼

import json
from tencentcloud.common import credential
from tencentcloud.common.profile.client_profile import ClientProfile
from tencentcloud.common.profile.http_profile import HttpProfile
from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException
from tencentcloud.ft.v20200304 import ft_client, models
import base64

SecretId = "自己的SecretId"
SecretKey = "自己的SecretKey"

img_dir = "C:/Users/Ben/Desktop/img/flower.jpg"
with open(img_dir, 'rb') as f:
    base64_data = base64.b64encode(f.read())
    base64_code = base64_data.decode()

try:
    cred = credential.Credential(SecretId, SecretKey)
    httpProfile = HttpProfile()
    httpProfile.endpoint = "ft.tencentcloudapi.com"
    clientProfile = ClientProfile()
    clientProfile.httpProfile = httpProfile
    client = ft_client.FtClient(cred, "ap-beijing", clientProfile)
    req = models.FaceCartoonPicRequest()
    req.Image = base64_code
    resp = client.FaceCartoonPic(req)
    print(resp)
    json_data = resp.to_json_string()
    bb = json.loads(json_data)

    image = bb["ResultImage"]

    with open('C:/Users/Ben/Desktop/img/flower2.jpg', 'wb') as f:
        f.write(base64.b64decode(image))
        f.close()

except TencentCloudSDKException as err:
    print(err)

2.4效果展示：