diagram_sources.pptx
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1. End users access a customer portal which calls the WSO2 OAuth API to generate an access token using its client ID and secret. 2. The portal then calls the WSO2 Identity Server to generate an authorization code, passing the access token. It receives a redirect URL to send users to the WSO2 sign-in page. 3. After getting user credentials, the portal calls the authorize API, passing the credentials, authorization code, and access token. If verified, the Identity Server returns a user access token to the portal via the API Manager.
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It gives the overall description of SIH problem statement " AI assisted telemedicine KIOSK for Rural India".
artificial intelligence and data science contents.pptx
What is artificial intelligence? Artificial intelligence is the ability of a computer or computer-controlled robot to perform tasks that are commonly associated with the intellectual processes characteristic of humans, such as the ability to reason.
› ...
Artificial intelligence (AI) | Definitio
Embedded machine learning-based road conditions and driving behavior monitoring
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
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- 1. 1 End Users accessing Customer portal (Authentication Flow) Customer Portal 1 3 Call WSO2 OAuth Api to generate Access token (API client id & secret) Return WSO2 API access token WSO2 API Manager WSO2 Identity Server authcode in redirect URL 4 , Verify application from service provider and generate authorize code authcode in redirect URL End User 5 Get Authorize code (WSO2 IAM client id, secret, callback URL) User Login Success Response Request Get Authorize code (API access token) 2 6 6 7 authorize (username, password, authcode, API access token) 8 authorize (username, password, authcode) User Token response Verify User credentials and generate user access token 9 PostLogin API (POST or GET) API Access Token, User Token Backend Server User Token Response 13 Save or Fetch Data from backend API Response 10 API Response Machine To Machine Authentication (Token API) • Step 1: When portal starts, the application will call WSO2 API Manager OAuth API to generate token (by providing client id & secret). • Step 2: When request lands on API Manager, it authenticates the client id & secret and generate access token. The token is then returned to the calling application Generate WSO Identity server Auth Code • Step 3: Portal calls API to fetch authcode. API Manager access token is passed as request parameter. • Step 4: API Manager verifies the access token and call the WSO2 identity server to generate Auth code. • WSO2 client id, secret and callback URL are passed as input parameters. • Step 5: WSO2 identity server verifies credentials and respond with redirect URL • Step 6: After successful verification, the redirect URL is returned to the portal via API manager along with authcode. The user will be shown or portal is redirected to the WSO2 Sign in page Authorize End User API • Step 7: After taking user credentials as input & submitting request, the Authorize API is called from portal application. • Step 8: API Manager calls WSO2 Identity server authorize API along with user credentials and authcode. • Step 9: WSO2 Identity server authenticates the request by verifying the credentials and authcode. • Step 10: After successful user authentication, Identity server generates user access token and return to the portal through API manager. Post Login APIs 10 11 12 13