接口练习，调用腾讯云OCR接口实现各种图片的识别。
目前项目已上线，https://ocr.qcgzxw.cn
有什么好的建议可以联系我
Python 3.7
Django 2.1a1
下载所有代码后，更改 ==/apps/txystsb/== 目录下的conf.py配置文件。
进入到虚拟环境，在根目录下执行 ==python manager.py runserver [端口]==
访问 ==127.0.0.1:[端口]== 即可看到初始界面，直接上传图片，选择对应的识别方式开始图片识别。
以下图片数据均来自 百度搜图 ，隐私部位已打码，侵删。
- 身份证识别（正面）：
{
"result_list": [
{
"code": 0,
"message": "OK",
"filename": "sfz1.jpg.JPG",
"data": {
"name": "小文博客",
"sex": "男",
"nation": "汉",
"birth": "2018/9/13",
"address": "安徽省安庆市大观区",
"id": "3408032018091366666",
"name_confidence_all": [
100
],
"sex_confidence_all": [
69
],
"nation_confidence_all": [
64
],
"birth_confidence_all": [
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"address_confidence_all": [
88,
99,
51,
97,
77,
31,
70,
93,
51,
99,
99,
98,
51,
52,
59,
99
],
"id_confidence_all": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
]
}
}
]
}
- 身份证识别（反面）：
{
"result_list": [
{
"code": 0,
"message": "OK",
"filename": "sfz2.JPG",
"data": {
"authority": "**公安局",
"valid_date": "2018.9.13-2118.9.13",
"authority_confidence_all": [
100
],
"valid_date_confidence_all": [
85,
79,
65,
98,
86,
81,
57,
56,
83,
83,
34,
52,
40,
49
]
}
}
]
}
- 名片识别：
{
"result_list": [
{
"code": 0,
"message": "OK",
"filename": "mp.jpg",
"data": [
{
"item": "公司",
"value": "小文博客",
"confidence": 0.9868298172950744
},
{
"item": "地址",
"value": "**",
"confidence": 0.9981801509857178
},
{
"item": "手机",
"value": "13000000000",
"confidence": 0.998361885547638
},
{
"item": "电话",
"value": "010-1234567",
"confidence": 0.9968294501304628
},
{
"item": "传真",
"value": "010-1234567",
"confidence": 0.6805435419082642
},
{
"item": "公司账号",
"value": "9559900000000000000",
"confidence": 1.0
}
]
}
]
}
- 行驶证识别：
{
"code": 0,
"message": "OK",
"data": {
"session_id": "1252089729-776801086",
"items": [{
"item": "所有人",
"itemcoord": {
"x": 111,
"y": 142,
"width": 84,
"height": 36
},
"itemconf": 0.5837883949279785,
"itemstring": "入徐峥"
}, {
"item": "住址",
"itemcoord": {
"x": 107,
"y": 195,
"width": 390,
"height": 30
},
"itemconf": 0.4140888750553131,
"itemstring": "广东省深圳市福田南路9号皇御苑4栋302室"
}, {
"item": "品牌型号",
"itemcoord": {
"x": 303,
"y": 235,
"width": 227,
"height": 35
},
"itemconf": 0.4373725950717926,
"itemstring": "宝马WBSG1618"
}, {
"item": "使用性质",
"itemcoord": {
"x": 126,
"y": 240,
"width": 72,
"height": 28
},
"itemconf": 1.0,
"itemstring": "非营运"
}, {
"item": "识别代码",
"itemcoord": {
"x": 274,
"y": 285,
"width": 136,
"height": 40
},
"itemconf": 0.9991225600242616,
"itemstring": "12312321"
}, {
"item": "发动机号",
"itemcoord": {
"x": 301,
"y": 327,
"width": 181,
"height": 40
},
"itemconf": 0.8825730681419373,
"itemstring": "WBSG1618"
}, {
"item": "注册日期",
"itemcoord": {
"x": 258,
"y": 377,
"width": 156,
"height": 38
},
"itemconf": 0.4257842600345612,
"itemstring": " "
}, {
"item": "发证日期",
"itemcoord": {
"x": 461,
"y": 379,
"width": 143,
"height": 30
},
"itemconf": 0.7899119853973389,
"itemstring": "2014-10-29"
}]
}
}
- 驾驶证识别：
{
"code": 0,
"message": "OK",
"data": {
"session_id": "12520897292100492157",
"items": [{
"item": "证号",
"itemcoord": {
"x": 165,
"y": 49,
"width": 146,
"height": 23
},
"itemconf": 0.6305853724479675,
"itemstring": "440204199104284722"
}, {
"item": "性别",
"itemcoord": {
"x": 216,
"y": 74,
"width": 19,
"height": 21
},
"itemconf": 0.9996992945671082,
"itemstring": "女"
}, {
"item": "姓名",
"itemcoord": {
"x": 63,
"y": 76,
"width": 99,
"height": 21
},
"itemconf": 0.9860403537750244,
"itemstring": "叶真志"
}, {
"item": "国籍",
"itemcoord": {
"x": 284,
"y": 75,
"width": 34,
"height": 20
},
"itemconf": 0.9999998211860656,
"itemstring": "**"
}, {
"item": "住址",
"itemcoord": {
"x": 64,
"y": 96,
"width": 287,
"height": 22
},
"itemconf": 0.36578431725502016,
"itemstring": "广东省江门市新会汉会城帝临南路6号403"
}, {
"item": "出生日期",
"itemcoord": {
"x": 167,
"y": 141,
"width": 81,
"height": 20
},
"itemconf": 0.9912522435188294,
"itemstring": "1991-04-28"
}, {
"item": "领证日期",
"itemcoord": {
"x": 187,
"y": 163,
"width": 81,
"height": 21
},
"itemconf": 0.6987147331237793,
"itemstring": "2014-04-17"
}, {
"item": "准驾车型",
"itemcoord": {
"x": 196,
"y": 187,
"width": 43,
"height": 23
},
"itemconf": 0.4786324203014374,
"itemstring": "A1"
}, {
"item": "起始日期",
"itemcoord": {
"x": 93,
"y": 212,
"width": 90,
"height": 22
},
"itemconf": 0.7346487045288086,
"itemstring": "2014-04-17"
}, {
"item": "有效日期",
"itemcoord": {
"x": 198,
"y": 212,
"width": 85,
"height": 21
},
"itemconf": 0.8567164540290833,
"itemstring": "2020-04-17"
}, {
"item": "发证单位",
"itemcoord": {
"x": 36,
"y": 142,
"width": 83,
"height": 75
},
"itemconf": 0.9711614847183228,
"itemstring": "广东省江门市公安局交通警察支队"
}, {
"item": "红章",
"itemcoord": {
"x": 36,
"y": 142,
"width": 83,
"height": 75
},
"itemconf": 0.9711614847183228,
"itemstring": "广东省江门市公安局交通警察支队"
}]
}
}
- 驾驶证识别（副页）：
{
"code": 0,
"message": "OK",
"data": {
"session_id": "1252089729-1330448932",
"items": [{
"item": "号牌号码",
"itemcoord": {
"x": 174,
"y": 133,
"width": 173,
"height": 49
},
"itemconf": 0.6521227955818176,
"itemstring": "鲁AY883"
}, {
"item": "",
"itemcoord": {
"x": 0,
"y": 0,
"width": 0,
"height": 0
},
"itemconf": 0.0,
"itemstring": ""
}, {
"item": "准牵引总质量",
"itemcoord": {
"x": 445,
"y": 501,
"width": 179,
"height": 41
},
"itemconf": 1.0,
"itemstring": "--"
}, {
"item": "",
"itemcoord": {
"x": 0,
"y": 0,
"width": 0,
"height": 0
},
"itemconf": 0.0,
"itemstring": ""
}, {
"item": "档案编号",
"itemcoord": {
"x": 587,
"y": 658,
"width": 248,
"height": 49
},
"itemconf": 0.02100922167301178,
"itemstring": "370101037339"
}, {
"item": "总质量",
"itemcoord": {
"x": 754,
"y": 728,
"width": 125,
"height": 47
},
"itemconf": 0.5430548787117004,
"itemstring": "2025kg"
}, {
"item": "核定载人数",
"itemcoord": {
"x": 201,
"y": 747,
"width": 71,
"height": 44
},
"itemconf": 0.9934362769126892,
"itemstring": "5人"
}, {
"item": "整备质量",
"itemcoord": {
"x": 210,
"y": 819,
"width": 120,
"height": 47
},
"itemconf": 0.9999564290046692,
"itemstring": "1615kg"
}, {
"item": "外廓尺寸",
"itemcoord": {
"x": 218,
"y": 881,
"width": 350,
"height": 59
},
"itemconf": 0.9943339824676514,
"itemstring": "4760×1811×1455mm"
}, {
"item": "检验记录",
"itemcoord": {
"x": 155,
"y": 253,
"width": 787,
"height": 908
},
"itemconf": 0.0,
"itemstring": "检验有效期至2018-09-07汽油"
}, {
"item": "核定载质量",
"itemcoord": {
"x": 10,
"y": 10,
"width": 10,
"height": 10
},
"itemconf": 1.0,
"itemstring": "--"
}]
}
}
- 车牌识别：
{
"code": 0,
"message": "OK",
"data": {
"items": [{
"item": "车牌",
"itemcoord": {
"x": 242,
"y": 253,
"width": 198,
"height": 64
},
"itemconf": 0.9997475743293762,
"itemstring": "鄂B74110"
}]
}
}
- 银行卡识别：
{
"code": 0,
"message": "OK",
"data": {
"recognize_warn_msg": [],
"recognize_warn_code": [],
"items": [{
"item": "卡号",
"itemcoord": {
"x": 53,
"y": 153,
"width": 329,
"height": 27
},
"itemconf": 0.9791542887687684,
"itemstring": "6217003810026896707",
"coords": [],
"words": [],
"candword": [],
"wordcoordpoint": []
}, {
"item": "卡类型",
"itemcoord": {
"x": 10,
"y": 10,
"width": 10,
"height": 10
},
"itemconf": 0.9791542887687684,
"itemstring": "借记卡",
"coords": [],
"words": [],
"candword": [],
"wordcoordpoint": []
}, {
"item": "卡名字",
"itemcoord": {
"x": 10,
"y": 30,
"width": 10,
"height": 10
},
"itemconf": 0.9791542887687684,
"itemstring": "龙卡通",
"coords": [],
"words": [],
"candword": [],
"wordcoordpoint": []
}, {
"item": "银行信息",
"itemcoord": {
"x": 10,
"y": 50,
"width": 10,
"height": 10
},
"itemconf": 0.9791542887687684,
"itemstring": "建设银行(01050000)",
"coords": [],
"words": [],
"candword": [],
"wordcoordpoint": []
}, {
"item": " 有效期",
"itemcoord": {
"x": 201,
"y": 186,
"width": 58,
"height": 21
},
"itemconf": 0.999996781349182,
"itemstring": "07/2024",
"coords": [],
"words": [],
"candword": [],
"wordcoordpoint": []
}],
"session_id": "1252089729-1506607680",
"class": []
}
}
- 营业执照识别：
{
"code": 0,
"message": "OK",
"data": {
"session_id": "1252089729296943063",
"items": [{
"item": "注册号",
"itemcoord": {
"x": 341,
"y": 328,
"width": 112,
"height": 16
},
"itemconf": 0.9978125095367432,
"itemstring": "371526200019332",
"coords": [],
"words": [],
"candword": []
}, {
"item": "法定代表人",
"itemcoord": {
"x": 187,
"y": 450,
"width": 55,
"height": 19
},
"itemconf": 0.9986087679862976,
"itemstring": "高友帅",
"coords": [],
"words": [],
"candword": []
}, {
"item": "注册资本",
"itemcoord": {
"x": 186,
"y": 479,
"width": 84,
"height": 19
},
"itemconf": 0.9974791407585144,
"itemstring": "贰仟万元整",
"coords": [],
"words": [],
"candword": []
}, {
"item": "公司名称",
"itemcoord": {
"x": 184,
"y": 360,
"width": 183,
"height": 19
},
"itemconf": 0.9995620250701904,
"itemstring": "山东高仕过滤技术有限公司",
"coords": [],
"words": [],
"candword": []
}, {
"item": "地址",
"itemcoord": {
"x": 186,
"y": 419,
"width": 291,
"height": 18
},
"itemconf": 0.9905643463134766,
"itemstring": "高唐县人和办事处308国道东转盘东2公里路北",
"coords": [],
"words": [],
"candword": []
}, {
"item": "营业期限",
"itemcoord": {
"x": 178,
"y": 536,
"width": 255,
"height": 19
},
"itemconf": 0.997233271598816,
"itemstring": "2014年08月01 日至长期",
"coords": [],
"words": [],
"candword": []
}, {
"item": "经营范围",
"itemcoord": {
"x": 183,
"y": 567,
"width": 314,
"height": 42
},
"itemconf": 0.9924321174621582,
"itemstring": "提供过滤技术交流、咨询、推广服务;生产、销售:过滤设备及配件,并提供以上产品的安装及维修服务(依法须经批准的项目,经相关部门批准后方可开展经营活动)",
"coords": [],
"words": [],
"candword": []
}, {
"item": "主体类型",
"itemcoord": {
"x": 188,
"y": 390,
"width": 237,
"height": 20
},
"itemconf": 0.999891459941864,
"itemstring": "有限责任公司(自然人投资或控股)",
"coords": [],
"words": [],
"candword": []
}]
}
}
- 通用印刷体识别：
{
"code": 0,
"message": "OK",
"data": {
"class": [],
"angle": 0.0,
"items": [{
"itemcoord": {
"x": 8,
"y": 8,
"width": 295,
"height": 55
},
"words": [{
"character": "图",
"confidence": 0.9999860525131226
}, {
"character": "片",
"confidence": 0.9988077878952026
}, {
"character": "来",
"confidence": 0.99984610080719
}, {
"character": "自",
"confidence": 0.999526023864746
}, {
"character": "小",
"confidence": 0.9999170303344728
}, {
"character": "文",
"confidence": 0.9996131062507628
}, {
"character": "’",
"confidence": 0.6718323230743408
}],
"itemstring": "图片来自小文’"
}, {
"itemcoord": {
"x": 326,
"y": 17,
"width": 116,
"height": 47
},
"words": [{
"character": "s",
"confidence": 0.6071960926055908
}, {
"character": "",
"confidence": 1.0
}, {
"character": "b",
"confidence": 0.99984872341156
}, {
"character": "l",
"confidence": 0.993683695793152
}, {
"character": "o",
"confidence": 0.9966122508049012
}, {
"character": "g",
"confidence": 0.999716818332672
}],
"itemstring": "s blog"
}, {
"itemcoord": {
"x": 57,
"y": 70,
"width": 296,
"height": 40
},
"words": [{
"character": "转",
"confidence": 0.9998407363891602
}, {
"character": "载",
"confidence": 0.999666690826416
}, {
"character": "请",
"confidence": 0.9987756609916688
}, {
"character": "注",
"confidence": 0.9994645714759828
}, {
"character": "明",
"confidence": 0.9996492862701416
}, {
"character": "出",
"confidence": 0.9999841451644898
}, {
"character": "处",
"confidence": 0.999714195728302
}],
"itemstring": "转载请注明出处"
}],
"session_id": "1252089729405993189"
}
}
- 手写体识别：
{
"code": 0,
"message": "OK",
"data": {
"recognize_warn_msg": [],
"recognize_warn_code": [],
"items": [{
"itemcoord": {
"x": 0,
"y": 8,
"width": 309,
"height": 52
},
"itemconf": 0.9999167323112488,
"itemstring": "图片来自小文",
"coords": [],
"words": [{
"character": "图",
"confidence": 0.9999890327453612
}, {
"character": "片",
"confidence": 0.999902606010437
}, {
"character": "来",
"confidence": 0.9999804496765136
}, {
"character": "自",
"confidence": 0.9999884366989136
}, {
"character": "小",
"confidence": 0.9999948740005492
}, {
"character": "文",
"confidence": 0.9996446371078492
}],
"candword": [],
"parag": {
"word_size": 38,
"parag_no": 0
},
"coordpoint": {
"x": [0, 8, 308, 8, 308, 59, 0, 59]
},
"wordcoordpoint": []
}, {
"itemcoord": {
"x": 345,
"y": 16,
"width": 97,
"height": 45
},
"itemconf": 0.7773940563201904,
"itemstring": "; blog",
"coords": [],
"words": [{
"character": ";",
"confidence": 0.6663510203361511
}, {
"character": "",
"confidence": 1.0
}, {
"character": "b",
"confidence": 0.9999924898147584
}, {
"character": "l",
"confidence": 0.9981441497802734
}, {
"character": "o",
"confidence": 0.9999104738235474
}, {
"character": "g",
"confidence": 0.9999662637710572
}],
"candword": [],
"parag": {
"word_size": 38,
"parag_no": 0
},
"coordpoint": {
"x": [345, 16, 441, 16, 441, 60, 345, 60]
},
"wordcoordpoint": []
}, {
"itemcoord": {
"x": 58,
"y": 70,
"width": 295,
"height": 40
},
"itemconf": 0.999867856502533,
"itemstring": "转载请注明出处",
"coords": [],
"words": [{
"character": "转",
"confidence": 0.9997584223747252
}, {
"character": "载",
"confidence": 0.9999712705612184
}, {
"character": "请",
"confidence": 0.999437153339386
}, {
"character": "注",
"confidence": 0.9999452829360962
}, {
"character": "明",
"confidence": 0.9999878406524658
}, {
"character": "出",
"confidence": 0.9999885559082032
}, {
"character": "处",
"confidence": 0.9999864101409912
}],
"candword": [],
"parag": {
"word_size": 38,
"parag_no": 0
},
"coordpoint": {
"x": [58, 70, 352, 70, 352, 109, 58, 109]
},
"wordcoordpoint": []
}],
"session_id": "1252089729959642468",
"angle": 0.0,
"class": []
}
}
- 如何判断字典中是否存在某个key
if 'key' in dict.keys():
json1 = {
"result_list": [
{
"code": 0,
"data": [
{
"item": "公司",
"value": "小文博客",
"confidence": 0.9868298172950744
},
]
}
]
}
json2 = {
"code": 0,
"data": [
{
"item": "公司",
"value": "小文博客",
"confidence": 0.9868298172950744
},
]
}
if 'result_list' in json1.keys():
json1 = json1['result_list'][0]
print(json1 == json2)
#True
- 判断列表中是否有空字典
if {} in list:
判断列表中的某个元素是否为空字典
if {} == list[-1]:
if {} == res[-1]:# 删除列表末尾多余的
res.pop()
- request post/get请求后判断是否接收数据
obj = request.POST.get('key')
if not post:# 未获取到数据
return