├── MiRequest_IDSDK
├── README.md
├── gradio
├── app.py
└── images
│ ├── band_credit_card
│ ├── demo1.jpg
│ ├── demo2.png
│ └── demo3.png
│ ├── id
│ ├── demo1.jpg
│ ├── demo2.png
│ └── demo3.png
│ └── mrz_barcode
│ ├── demo1.png
│ └── demo2.png
├── python
├── check_credit.py
├── check_id.py
├── check_mrz.py
└── test_image
│ ├── bank_card_image.png
│ ├── id_image.jpg
│ └── mrz_image.png
└── requirements.txt
/MiRequest_IDSDK:
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https://raw.githubusercontent.com/MiniAiLive/ID-DocumentRecognition-SDK-Docker/06f6e77f1d61f0e347d713427ce291dbcdfbf4f5/MiRequest_IDSDK
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/README.md:
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1 |
2 |
ID Document Recognition Docker
3 |

5 |
6 |
7 | ## Welcome to the [MiniAiLive](https://www.miniai.live/)!
8 | Welcome to the ID Document Recognition Docker! This Docker provides powerful tools for recognizing and extracting information from ID documents. The Docker is available for both Windows and Linux platforms and includes an API for integration.
9 |
10 | Reduce drop-off and boost conversions with ID scanning and verification solutions. Quickly and securely capture, extract, and verify data from diverse ID cards, passports, driver’s licenses, and other documents with our proven, AI-first approach. Designed to fit seamlessly together, our technology can be integrated as a fully-bundled identity document verification solution or as separate modules via developer-friendly. Try it out today!
11 |
12 | > **Note**
13 | >
14 | > - Our SDK is fully on-premise, processing all happens on hosting server and no data leaves server.
15 | > - 10,000+ document templates covering IDs issued in 200+ countries and territories.
16 | > - Support of 100+ languages and special characters via sophisticated neural networks.
17 |
18 | ## Table of Contents
19 |
20 | - [Installation Guide](#installation-guide)
21 | - [API Details](#api-details)
22 | - [Gradio Demo](#gradio-demo)
23 | - [Python Test API Example](#python-test-api-example)
24 |
25 | ## IDSDK Docker Installation Guide
26 |
27 | ### Prerequisites
28 |
29 | - Python 3.6+
30 | - Linux
31 | - CPU: 2 cores or more
32 | - RAM: 8 GB or more
33 |
34 | ### Installation Steps
35 |
36 | 1. **Download the ID Document Recognition Docker Image:**
37 |
38 | Download the Server Docker Image from the following link:
39 |
40 | [Download the On-premise Server Installer](https://drive.google.com/file/d/118nH7fPD7wm9y_eeFCafoqW2GqNkHUoV/view?usp=sharing)
41 |
42 | 2. **Install the On-premise Docker Server:**
43 |
44 | Run the Docker Image and follow the on-screen instructions to complete the installation. Go to the Download folder and run this command.
45 | ```sh
46 | $ cd Download
47 | $ sudo docker load -i MiniAiLive-IDSDK-DockerImg.tar
48 | ```
49 |
50 |

51 |
52 |
53 | You can refer our Documentation here. https://docs.miniai.live
54 |
55 | 3. **Request License and Update:**
56 |
57 | You can generate the License Request file by using this command:
58 | ```sh
59 | $ sudo chmod 777 ./MiRequest_IDSDK
60 | $ sudo ./MiRequest_IDSDK request /home/ubuntu/Download/trial_key.miq
61 | ```
62 |
63 |

64 |
65 | Then you can see the license request file on your directory, and send it to us via email or WhatsApp. We will send the license based on your Unique Request file, then you can upload the license file to allow to use. Refer the below images.
66 |
67 | ```sh
68 | $ sudo docker run -d --privileged -v /home/ubuntu/Downloads/trial_key.mis:/var/idsdk.license -p {your_port}:8082 mini-idsdk-server
69 | ```
70 |
71 |

72 |
73 |
74 | 4. **Verify Installation:**
75 |
76 | After installation, verify that the On-premise Server is correctly installed by using this command:
77 | ```sh
78 | $ netstat -tnpl
79 | ```
80 | If you can see opened your port correctly, the server has been installed successfully. Refer the below image.
81 |
82 |

83 |
84 |
85 | ## IDSDK API Details
86 |
87 | ### Endpoint
88 |
89 | - `POST http://127.0.0.1:8082/api/check_id` ID Document Recognition API
90 | - `POST http://127.0.0.1:8082/api/check_id_base64` ID Document Recognition API
91 |
92 | - `POST http://127.0.0.1:8082/api/check_credit` Bank & Credit Card Reader API
93 | - `POST http://127.0.0.1:8082/api/check_credit_base64` Bank & Credit Card Reader API
94 |
95 | - `POST http://127.0.0.1:8082/api/check_mrz` MRZ & Barcode Recognition API
96 | - `POST http://127.0.0.1:8082/api/check_mrz_base64` MRZ & Barcode Recognition API
97 |
98 | ### Request
99 |
100 | - **URL:** `http://127.0.0.1:8082/api/check_id`
101 | - **Method:** `POST`
102 | - **Form Data:**
103 | - `image`: The image file (PNG, JPG, etc.) to be analyzed. This should be provided as a file upload.
104 |
105 |
106 | - **URL:** `http://127.0.0.1:8082/api/check_id_base64`
107 | - **Method:** `POST`
108 | - **Raw Data:**
109 | - `JSON Format`:
110 | {
111 | "image": "--base64 image data here--"
112 | }
113 |
114 |
115 | ### Response
116 |
117 | The API returns a JSON object with the recognized details from the ID document. Here is an example response:
118 |
119 |

120 |
121 |
122 | ## Gradio Demo
123 |
124 | We have included a Gradio demo to showcase the capabilities of our ID Document Recognition SDK. Gradio is a Python library that allows you to quickly create user interfaces for machine learning models.
125 |
126 | ### How to Run the Gradio Demo
127 |
128 | 1. **Install Gradio:**
129 |
130 | First, you need to install Gradio. You can do this using pip:
131 |
132 | ```sh
133 | git clone https://github.com/MiniAiLive/ID-DocumentRecognition-Docker.git
134 | pip install -r requirement.txt
135 | cd gradio
136 | ```
137 | 2. **Run Gradio Demo:**
138 | ```sh
139 | python app.py
140 | ```
141 | ## Python Test API Example
142 |
143 | To help you get started with using the API, here is a comprehensive example of how to interact with the ID Document Recognition API using Python. You can use API with another language you want to use like C++, C#, Ruby, Java, Javascript, and more
144 |
145 | ### Prerequisites
146 |
147 | - Python 3.6+
148 | - `requests` library (you can install it using `pip install requests`)
149 |
150 | ### Example Script
151 |
152 | This example demonstrates how to send an image file to the API endpoint and process the response.
153 |
154 | ```python
155 | import requests
156 |
157 | # URL of the web API endpoint
158 | url = 'http://127.0.0.1:8082/api/check_id'
159 |
160 | # Path to the image file you want to send
161 | image_path = './test_image.jpg'
162 |
163 | # Read the image file and send it as form data
164 | files = {'image': open(image_path, 'rb')}
165 |
166 | try:
167 | # Send POST request
168 | response = requests.post(url, files=files)
169 |
170 | # Check if the request was successful
171 | if response.status_code == 200:
172 | print('Request was successful!')
173 | # Parse the JSON response
174 | response_data = response.json()
175 | print('Response Data:', response_data)
176 | else:
177 | print('Request failed with status code:', response.status_code)
178 | print('Response content:', response.text)
179 |
180 | except requests.exceptions.RequestException as e:
181 | print('An error occurred:', e)
182 | ```
183 |
184 |
185 | ## Request license
186 | Feel free to [Contact US](https://www.miniai.live/contact/) to get a trial License. We are 24/7 online on [WhatsApp](https://wa.me/+19162702374).
187 |
188 |
189 | ## Face & IDSDK Online Demo, Resources
190 |
204 |
205 | ## Our Products
206 |
207 | ### Face Recognition SDK
208 | | No | Project | Features |
209 | |----|---------|-----------|
210 | | 1 | [FaceRecognition-SDK-Docker](https://github.com/MiniAiLive/FaceRecognition-SDK-Docker) | 1:1 & 1:N Face Matching SDK |
211 | | 2 | [FaceRecognition-SDK-Windows](https://github.com/MiniAiLive/FaceRecognition-SDK-Windows) | 1:1 & 1:N Face Matching SDK |
212 | | 3 | [FaceRecognition-SDK-Linux](https://github.com/MiniAiLive/FaceRecognition-SDK-Linux) | 1:1 & 1:N Face Matching SDK |
213 | | 4 | [FaceRecognition-LivenessDetection-SDK-Android](https://github.com/MiniAiLive/FaceRecognition-LivenessDetection-SDK-Android) | 1:1 & 1:N Face Matching, 2D & 3D Face Passive Liveness Detection SDK |
214 | | 5 | [FaceRecognition-LivenessDetection-SDK-iOS](https://github.com/MiniAiLive/FaceRecognition-LivenessDetection-SDK-iOS) | 1:1 & 1:N Face Matching, 2D & 3D Face Passive Liveness Detection SDK |
215 | | 6 | [FaceRecognition-LivenessDetection-SDK-CPP](https://github.com/MiniAiLive/FaceRecognition-LivenessDetection-SDK-CPP) | 1:1 & 1:N Face Matching, 2D & 3D Face Passive Liveness Detection SDK |
216 | | 7 | [FaceMatching-SDK-Android](https://github.com/MiniAiLive/FaceMatching-SDK-Android) | 1:1 Face Matching SDK |
217 | | 8 | [FaceAttributes-SDK-Android](https://github.com/MiniAiLive/FaceAttributes-SDK-Android) | Face Attributes, Age & Gender Estimation SDK |
218 |
219 | ### Face Liveness Detection SDK
220 | | No | Project | Features |
221 | |----|---------|-----------|
222 | | 1 | [FaceLivenessDetection-SDK-Docker](https://github.com/MiniAiLive/FaceLivenessDetection-SDK-Docker) | 2D & 3D Face Passive Liveness Detection SDK |
223 | | 2 | [FaceLivenessDetection-SDK-Windows](https://github.com/MiniAiLive/FaceLivenessDetection-SDK-Windows) | 2D & 3D Face Passive Liveness Detection SDK |
224 | | 3 | [FaceLivenessDetection-SDK-Linux](https://github.com/MiniAiLive/FaceLivenessDetection-SDK-Linux) | 2D & 3D Face Passive Liveness Detection SDK |
225 | | 4 | [FaceLivenessDetection-SDK-Android](https://github.com/MiniAiLive/FaceLivenessDetection-SDK-Android) | 2D & 3D Face Passive Liveness Detection SDK |
226 | | 5 | [FaceLivenessDetection-SDK-iOS](https://github.com/MiniAiLive/FaceLivenessDetection-SDK-iOS) | 2D & 3D Face Passive Liveness Detection SDK |
227 |
228 | ### ID Document Recognition SDK
229 | | No | Project | Features |
230 | |----|---------|-----------|
231 | | 1 | [ID-DocumentRecognition-SDK-Docker](https://github.com/MiniAiLive/ID-DocumentRecognition-SDK-Docker) | ID Document, Passport, Driver License, Credit Card, MRZ Recognition SDK |
232 | | 2 | [ID-DocumentRecognition-SDK-Windows](https://github.com/MiniAiLive/ID-DocumentRecognition-SDK-Windows) | ID Document, Passport, Driver License, Credit Card, MRZ Recognition SDK |
233 | | 3 | [ID-DocumentRecognition-SDK-Linux](https://github.com/MiniAiLive/ID-DocumentRecognition-SDK-Linux) | ID Document, Passport, Driver License, Credit Card, MRZ Recognition SDK |
234 | | 4 | [ID-DocumentRecognition-SDK-Android](https://github.com/MiniAiLive/ID-DocumentRecognition-SDK-Android) | ID Document, Passport, Driver License, Credit Card, MRZ Recognition SDK |
235 |
236 | ### ID Document Liveness Detection SDK
237 | | No | Project | Features |
238 | |----|---------|-----------|
239 | | 1 | [ID-DocumentLivenessDetection-SDK-Docker](https://github.com/MiniAiLive/ID-DocumentLivenessDetection-SDK-Docker) | ID Document Liveness Detection SDK |
240 | | 2 | [ID-DocumentLivenessDetection-SDK-Windows](https://github.com/MiniAiLive/ID-DocumentLivenessDetection-SDK-Windows) | ID Document Liveness Detection SDK |
241 | | 3 | [ID-DocumentLivenessDetection-SDK-Linux](https://github.com/MiniAiLive/ID-DocumentLivenessDetection-SDK-Linux) | ID Document Liveness Detection SDK |
242 |
243 | ### Web & Desktop Demo
244 | | No | Project | Features |
245 | |----|---------|-----------|
246 | | 1 | [FaceRecognition-IDRecognition-Playground-Next.JS](https://github.com/MiniAiLive/FaceRecognition-IDRecognition-Playground-Next.JS) | FaceSDK & IDSDK Playground |
247 | | 2 | [FaceCapture-LivenessDetection-Next.JS](https://github.com/MiniAiLive/FaceCapture-LivenessDetection-Next.JS) | Face Capture, Face LivenessDetection, Face Attributes |
248 | | 3 | [FaceMatching-Windows-App](https://github.com/MiniAiLive/FaceMatching-Windows-App) | 1:1 Face Matching Windows Demo Application |
249 |
250 | ## About MiniAiLive
251 | [MiniAiLive](https://www.miniai.live/) is a leading AI solutions company specializing in computer vision and machine learning technologies. We provide cutting-edge solutions for various industries, leveraging the power of AI to drive innovation and efficiency.
252 |
253 | ## Contact US
254 | For any inquiries or questions, please contact us on [WhatsApp](https://wa.me/+19162702374).
255 |
256 |
257 |
258 |
259 |
260 |
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/gradio/app.py:
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1 | import gradio as gr
2 | import os
3 | import requests
4 |
5 | def id_check(frame):
6 | url = "http://127.0.0.1:8082/api/check_id"
7 | files = {'image': open(frame, 'rb')}
8 | r = requests.post(url=url, files=files)
9 |
10 | html = None
11 | images = None
12 | mrz = None
13 |
14 | table_value = ""
15 |
16 | if r.json().get('MRZ') is not None:
17 | mrz = r.json().get('MRZ')
18 |
19 | for key, value in r.json().items():
20 | if key == 'Status' or key == 'Images' or key == 'MRZ' or key == 'Position':
21 | continue
22 |
23 | mrz_value = ''
24 | if mrz is not None and mrz.get(key) is not None:
25 | mrz_value = mrz[key]
26 | del mrz[key]
27 |
28 | row_value = (""
29 | "{key} | "
30 | "{value} | "
31 | "{mrz_value} | "
32 | "
".format(key=key, value=value, mrz_value=mrz_value))
33 | table_value = table_value + row_value
34 |
35 |
36 | if mrz is not None:
37 | for key, value in mrz.items():
38 | if key == 'MRZ':
39 | value = value.replace('<', '<')
40 | value = value.replace(',', '')
41 |
42 | row_value = ("
"
43 | "{key} | "
44 | "{value} | "
45 | "{mrz_value} | "
46 | "
".format(key=key, value='', mrz_value=value))
47 | table_value = table_value + row_value
48 |
49 |
50 | html = (""
51 | ""
52 | "Field | "
53 | "Value | "
54 | "MRZ | "
55 | "
"
56 | "{table_value}"
57 | "
".format(table_value=table_value))
58 |
59 | table_value = ""
60 | for key, value in r.json().items():
61 | if key == 'Images':
62 | for image_key, image_value in value.items():
63 | row_value = (""
64 | "{key} | "
65 | "![]() | "
66 | "
".format(key=image_key, base64_image=image_value))
67 | table_value = table_value + row_value
68 |
69 | images = (""
70 | ""
71 | "Field | "
72 | "Image | "
73 | "
"
74 | "{table_value}"
75 | "
".format(table_value=table_value))
76 |
77 | return [html, images]
78 |
79 | def bank_credit_check(frame):
80 | url = 'http://127.0.0.1:8082/api/check_credit'
81 | files = {'image': open(frame, 'rb')}
82 | r = requests.post(url=url, files=files)
83 |
84 | html = None
85 | table_value = ""
86 |
87 | for key, value in r.json().items():
88 | if key == 'Status' or key == 'Images':
89 | continue
90 |
91 | row_value = (""
92 | "{key} | "
93 | "{value} | "
94 | "
".format(key=key, value=value))
95 | table_value = table_value + row_value
96 |
97 | html = (""
98 | ""
99 | "Field | "
100 | "Value | "
101 | "
"
102 | "{table_value}"
103 | "
".format(table_value=table_value))
104 |
105 | return html
106 |
107 | def mrz_barcode_check(frame):
108 | url = 'http://127.0.0.1:8082/api/check_mrz'
109 | files = {'image': open(frame, 'rb')}
110 | r = requests.post(url=url, files=files)
111 |
112 | html = None
113 | mrz = None
114 |
115 | table_value = ""
116 |
117 | if r.json().get('MRZ') is not None:
118 | mrz = r.json().get('MRZ')
119 |
120 | # Iterate through the MRZ data and print each key and item
121 | for key, value in mrz.items():
122 | if key == 'MRZ Code':
123 | value = value.replace('<', '<')
124 | value = value.replace(',', '')
125 | row_value = ("
"
126 | "{key} | "
127 | "{value} | "
128 | "
".format(key=key, value=value))
129 | table_value = table_value + row_value
130 |
131 | html = (""
132 | ""
133 | "Field | "
134 | "Value | "
135 | "
"
136 | "{table_value}"
137 | "
".format(table_value=table_value))
138 |
139 | return html
140 |
141 | # APP Interface
142 | with gr.Blocks() as MiniAIdemo:
143 | gr.Markdown(
144 | """
145 |
146 |
147 |
148 |
IDSDK Web Online Demo
149 |
150 |
151 |
152 |
153 |
159 |
160 | """
161 | )
162 | with gr.Tabs():
163 | with gr.TabItem("ID Card Recognition"):
164 | with gr.Row():
165 | with gr.Column(scale=3):
166 | im_id_input = gr.Image(type='filepath', height=300)
167 | gr.Examples(
168 | [
169 | os.path.join(os.path.dirname(__file__), "images/id/demo1.jpg"),
170 | os.path.join(os.path.dirname(__file__), "images/id/demo2.png"),
171 | os.path.join(os.path.dirname(__file__), "images/id/demo3.png"),
172 | ],
173 | inputs=im_id_input
174 | )
175 | btn_f_id = gr.Button("Analysis Document", variant='primary')
176 | with gr.Column(scale=5):
177 | txt_id_output = gr.HTML()
178 | with gr.Column(scale=2):
179 | im_id_output = gr.HTML()
180 | btn_f_id.click(id_check, inputs=im_id_input, outputs=[txt_id_output, im_id_output])
181 | with gr.TabItem("Bank & Credit Card Recognition"):
182 | with gr.Row():
183 | with gr.Column(scale=3):
184 | im_card_input = gr.Image(type='filepath', height=300)
185 | gr.Examples(
186 | [
187 | os.path.join(os.path.dirname(__file__), "images/band_credit_card/demo1.jpg"),
188 | os.path.join(os.path.dirname(__file__), "images/band_credit_card/demo2.png"),
189 | os.path.join(os.path.dirname(__file__), "images/band_credit_card/demo3.png"),
190 | ],
191 | inputs=im_card_input
192 | )
193 | btn_f_card = gr.Button("Analysis Document", variant='primary')
194 | with gr.Column(scale=5):
195 | txt_card_output = gr.HTML()
196 | btn_f_card.click(bank_credit_check, inputs=im_card_input, outputs=txt_card_output)
197 | with gr.TabItem("MRZ & Barcode Recognition"):
198 | with gr.Row():
199 | with gr.Column(scale=3):
200 | im_mrz_input = gr.Image(type='filepath', height=300)
201 | gr.Examples(
202 | [
203 | os.path.join(os.path.dirname(__file__), "images/mrz_barcode/demo1.png"),
204 | os.path.join(os.path.dirname(__file__), "images/mrz_barcode/demo2.png"),
205 | ],
206 | inputs=im_mrz_input
207 | )
208 | btn_f_mrz = gr.Button("Analysis Document", variant='primary')
209 | with gr.Column(scale=5):
210 | txt_mrz_output = gr.HTML()
211 | btn_f_mrz.click(mrz_barcode_check, inputs=im_mrz_input, outputs=txt_mrz_output)
212 |
213 | if __name__ == "__main__":
214 | MiniAIdemo.launch(server_port=8083, server_name="0.0.0.0")
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/python/check_credit.py:
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1 | import requests
2 |
3 | # URL of the API endpoint
4 | url = 'http://127.0.0.1:8082/api/check_credit'
5 |
6 | # Path to the image file you want to send
7 | image_path = './test_image/bank_card_image.png'
8 |
9 | # Read the image file and encode it as a base64 string
10 | files = {'image': open(image_path, 'rb')}
11 |
12 | try:
13 | # Send POST request
14 | response = requests.post(url, files=files)
15 |
16 | # Check if the request was successful
17 | if response.status_code == 200:
18 | print('Request was successful!')
19 | # Parse the JSON response
20 | response_data = response.content
21 | print('Response Data :', response_data)
22 | else:
23 | print('Request failed with status code:', response.status_code)
24 | print('Response content:', response.text)
25 |
26 | except requests.exceptions.RequestException as e:
27 | print('An error occurred:', e)
28 |
--------------------------------------------------------------------------------
/python/check_id.py:
--------------------------------------------------------------------------------
1 | import requests
2 |
3 | # URL of the API endpoint
4 | url = 'http://127.0.0.1:8082/api/check_id'
5 |
6 | # Path to the image file you want to send
7 | image_path = './test_image/id_image.jpg'
8 |
9 | # Read the image file and encode it as a base64 string
10 | files = {'image': open(image_path, 'rb')}
11 |
12 | try:
13 | # Send POST request
14 | response = requests.post(url, files=files)
15 |
16 | # Check if the request was successful
17 | if response.status_code == 200:
18 | print('Request was successful!')
19 | # Parse the JSON response
20 | response_data = response.content
21 | print('Response Data :', response_data)
22 | else:
23 | print('Request failed with status code:', response.status_code)
24 | print('Response content:', response.text)
25 |
26 | except requests.exceptions.RequestException as e:
27 | print('An error occurred:', e)
28 |
--------------------------------------------------------------------------------
/python/check_mrz.py:
--------------------------------------------------------------------------------
1 | import requests
2 |
3 | # URL of the API endpoint
4 | url = 'http://127.0.0.1:8082/api/check_mrz'
5 |
6 | # Path to the image file you want to send
7 | image_path = './test_image/mrz_image.png'
8 |
9 | # Read the image file and encode it as a base64 string
10 | files = {'image': open(image_path, 'rb')}
11 |
12 | try:
13 | # Send POST request
14 | response = requests.post(url, files=files)
15 |
16 | # Check if the request was successful
17 | if response.status_code == 200:
18 | print('Request was successful!')
19 | # Parse the JSON response
20 | response_data = response.content
21 | print('Response Data :', response_data)
22 | else:
23 | print('Request failed with status code:', response.status_code)
24 | print('Response content:', response.text)
25 |
26 | except requests.exceptions.RequestException as e:
27 | print('An error occurred:', e)
28 |
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/python/test_image/bank_card_image.png:
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https://raw.githubusercontent.com/MiniAiLive/ID-DocumentRecognition-SDK-Docker/06f6e77f1d61f0e347d713427ce291dbcdfbf4f5/python/test_image/bank_card_image.png
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/python/test_image/id_image.jpg:
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https://raw.githubusercontent.com/MiniAiLive/ID-DocumentRecognition-SDK-Docker/06f6e77f1d61f0e347d713427ce291dbcdfbf4f5/python/test_image/id_image.jpg
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/python/test_image/mrz_image.png:
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https://raw.githubusercontent.com/MiniAiLive/ID-DocumentRecognition-SDK-Docker/06f6e77f1d61f0e347d713427ce291dbcdfbf4f5/python/test_image/mrz_image.png
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/requirements.txt:
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1 | gradio
2 | requests
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