我已经编写了一段代码,其中自动文本和手写文本一起出现在图像中。 GCP视觉API无法给我正确的响应。有人可以建议我解决吗?
这是我的图片
这是我的代码:
import os
import io
from google.cloud import vision
from google.cloud.vision import types
import pandas as pd
os.environ['GOOGLE_APPLICATION_CREDENTIALS'] = r'key.json'
client = vision.ImageAnnotatorClient()
IMAGE_FILE = 'datasetone.png'
FILE_PATH = os.path.join(IMAGE_FILE)
with io.open(FILE_PATH,'rb') as image_file:
content = image_file.read()
image = vision.types.Image(content=content)
response = client.document_text_detection(image=image)
docText = response.full_text_annotation.text
print(docText)
pages = response.full_text_annotation.pages
for page in pages:
for block in page.blocks:
print('block confidence:',block.confidence)
for paragraph in block.paragraphs:
print('paragraph confidence:',paragraph.confidence)
for word in paragraph.words:
word_text = ''.join([symbol.text for symbol in word.symbols])
print('Word text: {0} (confidence: {1}'.format(
word_text,word.confidence))
for symbol in word.symbols:
print('\tSymbol: {0} (confidence: {1}'.format(
symbol.text,symbol.confidence))
输出是
Worksheet
Car number: - 1002110021
Data:- Endter
Shell
Qilchange
Phone: 982838238823
email:xyz@xyz.com
name
pod
pos
Technician
name
desc
code
112121223 Benz
10-10-19
10-10-20
Jhondoe
nil
12244334
Baleno
20-10-10
| 20-20-10
Machel
nil
D901.27
'RIOR
block confidence: 0.9800000190734863
paragraph confidence: 0.9800000190734863
Word text: Worksheet (confidence: 0.9900000095367432
Symbol: W (confidence: 0.9900000095367432
Symbol: o (confidence: 0.9900000095367432
Symbol: r (confidence: 1.0
Symbol: k (confidence: 0.9900000095367432
Symbol: s (confidence: 1.0
Symbol: h (confidence: 1.0
Symbol: e (confidence: 0.9900000095367432
Symbol: e (confidence: 1.0
Symbol: t (confidence: 1.0
Word text: Car (confidence: 0.9800000190734863
Symbol: C (confidence: 0.9800000190734863
Symbol: a (confidence: 0.9900000095367432
Symbol: r (confidence: 0.9900000095367432
Word text: number (confidence: 0.9800000190734863
Symbol: n (confidence: 0.9599999785423279
Symbol: u (confidence: 0.9800000190734863
Symbol: m (confidence: 0.9800000190734863
Symbol: b (confidence: 0.9800000190734863
Symbol: e (confidence: 1.0
Symbol: r (confidence: 1.0
Word text: : (confidence: 0.9900000095367432
Symbol: : (confidence: 0.9900000095367432
Word text: - (confidence: 0.949999988079071
Symbol: - (confidence: 0.949999988079071
Word text: 1002110021 (confidence: 0.9700000286102295
Symbol: 1 (confidence: 0.9599999785423279
Symbol: 0 (confidence: 0.9800000190734863
Symbol: 0 (confidence: 0.9800000190734863
Symbol: 2 (confidence: 0.9399999976158142
Symbol: 1 (confidence: 0.9599999785423279
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9599999785423279
Symbol: 0 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Word text: Data (confidence: 0.9900000095367432
Symbol: D (confidence: 0.9900000095367432
Symbol: a (confidence: 0.9900000095367432
Symbol: t (confidence: 0.9900000095367432
Symbol: a (confidence: 1.0
Word text: : (confidence: 0.9900000095367432
Symbol: : (confidence: 0.9900000095367432
Word text: - (confidence: 0.9900000095367432
Symbol: - (confidence: 0.9900000095367432
Word text: Endter (confidence: 0.9900000095367432
Symbol: E (confidence: 0.9900000095367432
Symbol: n (confidence: 1.0
Symbol: d (confidence: 0.9900000095367432
Symbol: t (confidence: 0.9900000095367432
Symbol: e (confidence: 1.0
Symbol: r (confidence: 1.0
block confidence: 0.9700000286102295
paragraph confidence: 0.9700000286102295
Word text: Shell (confidence: 0.9900000095367432
Symbol: S (confidence: 0.9900000095367432
Symbol: h (confidence: 0.9900000095367432
Symbol: e (confidence: 0.9900000095367432
Symbol: l (confidence: 1.0
Symbol: l (confidence: 1.0
Word text: Qilchange (confidence: 0.8999999761581421
Symbol: Q (confidence: 0.6100000143051147
Symbol: i (confidence: 0.9100000262260437
Symbol: l (confidence: 0.9100000262260437
Symbol: c (confidence: 0.8500000238418579
Symbol: h (confidence: 0.9200000166893005
Symbol: a (confidence: 0.9900000095367432
Symbol: n (confidence: 0.9900000095367432
Symbol: g (confidence: 1.0
Symbol: e (confidence: 1.0
Word text: Phone (confidence: 0.9900000095367432
Symbol: P (confidence: 0.9900000095367432
Symbol: h (confidence: 0.9900000095367432
Symbol: o (confidence: 1.0
Symbol: n (confidence: 1.0
Symbol: e (confidence: 1.0
Word text: : (confidence: 1.0
Symbol: : (confidence: 1.0
Word text: 982838238823 (confidence: 0.9800000190734863
Symbol: 9 (confidence: 0.9599999785423279
Symbol: 8 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 8 (confidence: 0.9900000095367432
Symbol: 3 (confidence: 0.9900000095367432
Symbol: 8 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 3 (confidence: 0.9900000095367432
Symbol: 8 (confidence: 0.9900000095367432
Symbol: 8 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 3 (confidence: 0.9900000095367432
Word text: email (confidence: 0.9900000095367432
Symbol: e (confidence: 0.9900000095367432
Symbol: m (confidence: 0.9900000095367432
Symbol: a (confidence: 0.9900000095367432
Symbol: i (confidence: 1.0
Symbol: l (confidence: 0.9900000095367432
Word text: : (confidence: 0.9900000095367432
Symbol: : (confidence: 0.9900000095367432
Word text: xyz (confidence: 0.9900000095367432
Symbol: x (confidence: 0.9900000095367432
Symbol: y (confidence: 0.9900000095367432
Symbol: z (confidence: 0.9900000095367432
Word text: @ (confidence: 0.9900000095367432
Symbol: @ (confidence: 0.9900000095367432
Word text: xyz (confidence: 0.9700000286102295
Symbol: x (confidence: 0.949999988079071
Symbol: y (confidence: 0.9900000095367432
Symbol: z (confidence: 0.9900000095367432
Word text: . (confidence: 0.9900000095367432
Symbol: . (confidence: 0.9900000095367432
Word text: com (confidence: 0.9900000095367432
Symbol: c (confidence: 0.9900000095367432
Symbol: o (confidence: 1.0
Symbol: m (confidence: 1.0
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: name (confidence: 0.9900000095367432
Symbol: n (confidence: 0.9900000095367432
Symbol: a (confidence: 1.0
Symbol: m (confidence: 0.9900000095367432
Symbol: e (confidence: 1.0
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: pod (confidence: 0.9900000095367432
Symbol: p (confidence: 0.9900000095367432
Symbol: o (confidence: 1.0
Symbol: d (confidence: 0.9900000095367432
block confidence: 0.5699999928474426
paragraph confidence: 0.5699999928474426
Word text: pos (confidence: 0.5699999928474426
Symbol: p (confidence: 0.20000000298023224
Symbol: o (confidence: 0.9900000095367432
Symbol: s (confidence: 0.5400000214576721
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: Technician (confidence: 0.9900000095367432
Symbol: T (confidence: 0.9900000095367432
Symbol: e (confidence: 1.0
Symbol: c (confidence: 0.9900000095367432
Symbol: h (confidence: 1.0
Symbol: n (confidence: 1.0
Symbol: i (confidence: 1.0
Symbol: c (confidence: 1.0
Symbol: i (confidence: 0.9900000095367432
Symbol: a (confidence: 1.0
Symbol: n (confidence: 1.0
Word text: name (confidence: 0.9900000095367432
Symbol: n (confidence: 0.9900000095367432
Symbol: a (confidence: 1.0
Symbol: m (confidence: 0.9900000095367432
Symbol: e (confidence: 1.0
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: desc (confidence: 0.9900000095367432
Symbol: d (confidence: 0.9900000095367432
Symbol: e (confidence: 1.0
Symbol: s (confidence: 1.0
Symbol: c (confidence: 1.0
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: code (confidence: 0.9900000095367432
Symbol: c (confidence: 0.9900000095367432
Symbol: o (confidence: 1.0
Symbol: d (confidence: 0.9900000095367432
Symbol: e (confidence: 1.0
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: 112121223 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 1.0
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 1.0
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 3 (confidence: 0.9900000095367432
Word text: Benz (confidence: 0.9900000095367432
Symbol: B (confidence: 0.9900000095367432
Symbol: e (confidence: 0.9900000095367432
Symbol: n (confidence: 0.9900000095367432
Symbol: z (confidence: 0.9900000095367432
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: 10 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9900000095367432
Word text: - (confidence: 0.9900000095367432
Symbol: - (confidence: 0.9900000095367432
Word text: 10 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 1.0
Symbol: 0 (confidence: 0.9900000095367432
Word text: - (confidence: 0.9900000095367432
Symbol: - (confidence: 0.9900000095367432
Word text: 19 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 9 (confidence: 0.9900000095367432
block confidence: 0.9800000190734863
paragraph confidence: 0.9800000190734863
Word text: 10 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9900000095367432
Word text: - (confidence: 0.9900000095367432
Symbol: - (confidence: 0.9900000095367432
Word text: 10 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9900000095367432
Word text: - (confidence: 0.9900000095367432
Symbol: - (confidence: 0.9900000095367432
Word text: 20 (confidence: 0.9800000190734863
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9800000190734863
block confidence: 0.9599999785423279
paragraph confidence: 0.9599999785423279
Word text: Jhondoe (confidence: 0.9599999785423279
Symbol: J (confidence: 0.8100000023841858
Symbol: h (confidence: 0.9900000095367432
Symbol: o (confidence: 1.0
Symbol: n (confidence: 0.9900000095367432
Symbol: d (confidence: 0.9900000095367432
Symbol: o (confidence: 0.9900000095367432
Symbol: e (confidence: 0.9800000190734863
block confidence: 0.9700000286102295
paragraph confidence: 0.9700000286102295
Word text: nil (confidence: 0.9700000286102295
Symbol: n (confidence: 0.9900000095367432
Symbol: i (confidence: 0.9900000095367432
Symbol: l (confidence: 0.9399999976158142
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: 12244334 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 1.0
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 4 (confidence: 0.9900000095367432
Symbol: 4 (confidence: 0.9900000095367432
Symbol: 3 (confidence: 0.9900000095367432
Symbol: 3 (confidence: 0.9900000095367432
Symbol: 4 (confidence: 0.9900000095367432
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: Baleno (confidence: 0.9900000095367432
Symbol: B (confidence: 0.9900000095367432
Symbol: a (confidence: 1.0
Symbol: l (confidence: 0.9900000095367432
Symbol: e (confidence: 0.9900000095367432
Symbol: n (confidence: 0.9900000095367432
Symbol: o (confidence: 0.9900000095367432
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: 20 (confidence: 0.9900000095367432
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9900000095367432
Word text: - (confidence: 0.9900000095367432
Symbol: - (confidence: 0.9900000095367432
Word text: 10 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9900000095367432
Word text: - (confidence: 0.9900000095367432
Symbol: - (confidence: 0.9900000095367432
Word text: 10 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9900000095367432
block confidence: 0.8899999856948853
paragraph confidence: 0.8899999856948853
Word text: | (confidence: 0.4300000071525574
Symbol: | (confidence: 0.4300000071525574
Word text: 20 (confidence: 0.8399999737739563
Symbol: 2 (confidence: 0.699999988079071
Symbol: 0 (confidence: 0.9800000190734863
Word text: - (confidence: 0.949999988079071
Symbol: - (confidence: 0.949999988079071
Word text: 20 (confidence: 0.9800000190734863
Symbol: 2 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 0.9800000190734863
Word text: - (confidence: 1.0
Symbol: - (confidence: 1.0
Word text: 10 (confidence: 0.9900000095367432
Symbol: 1 (confidence: 0.9900000095367432
Symbol: 0 (confidence: 1.0
block confidence: 0.9300000071525574
paragraph confidence: 0.9300000071525574
Word text: Machel (confidence: 0.9300000071525574
Symbol: M (confidence: 0.9200000166893005
Symbol: a (confidence: 0.949999988079071
Symbol: c (confidence: 0.9200000166893005
Symbol: h (confidence: 0.9599999785423279
Symbol: e (confidence: 0.949999988079071
Symbol: l (confidence: 0.9200000166893005
block confidence: 0.9900000095367432
paragraph confidence: 0.9900000095367432
Word text: nil (confidence: 0.9900000095367432
Symbol: n (confidence: 0.9900000095367432
Symbol: i (confidence: 1.0
Symbol: l (confidence: 0.9900000095367432
block confidence: 0.7599999904632568
paragraph confidence: 0.7599999904632568
Word text: D901 (confidence: 0.7200000286102295
Symbol: D (confidence: 0.6499999761581421
Symbol: 9 (confidence: 0.8700000047683716
Symbol: 0 (confidence: 0.49000000953674316
Symbol: 1 (confidence: 0.8999999761581421
Word text: . (confidence: 0.6399999856948853
Symbol: . (confidence: 0.6399999856948853
Word text: 27 (confidence: 0.8600000143051147
Symbol: 2 (confidence: 0.9399999976158142
Symbol: 7 (confidence: 0.7799999713897705
Word text: ' (confidence: 0.9300000071525574
Symbol: ' (confidence: 0.9300000071525574
Word text: RIOR (confidence: 0.7400000095367432
Symbol: R (confidence: 0.9599999785423279
Symbol: I (confidence: 0.7799999713897705
Symbol: O (confidence: 0.8399999737739563
Symbol: R (confidence: 0.4000000059604645
存在代码的数据集中的最后一列是手写的,因此当出现手写和自动文本时,谁能帮助我识别文本?
如果不是Google Cloud Vision,还有什么方法可以找到并打印opencv中每一行的数据?