johnmary-bornica-prince19 / blind-assistance-object-detection-and-navigation

This is a vision enhancer based module specifically for the BLIND VICTIMS. The system is designed in such a way in which the blind person can take the help of THIRD PARTY APPLICATION which sends Real Time Frames to the LAPTOP-BASED WIRELESS NETWORKED SYSTEM. It works on REAL-TIME OBJECT DETECTION using SSD_MOBILENET algorithm and TENSORFLOW APIs . It has a core feature of approximate distance calculation and Voice - Based wireless feedack generation w.r.t the DISTANCE CALCULATION. It makes the work of Blind easy,efficient and reliable by sending wireless Voice based feedback whether the particular object is either too close to him or is it at a safer distance. The same system can be used from Obstacle Detection

VISION-I:A BLIND ASSISTANCE SYSTEM

This is a vision enhancer based module specifically for the BLIND VICTIMS. The system is designed in such a way in which the blind person can take the help of AN APPLICATION which inturn sends Real Time Frames to the LAPTOP-BASED WIRELESS NETWORKED SYSTEM. It works on REAL-TIME OBJECT DETECTION using SSD_MOBILENET algorithm and TENSORFLOW APIs . It has a core feature of approximate distance calculation and Voice - Based wireless feedack generation w.r.t the DISTANCE CALCULATION. It makes the work of Blind easy,efficient and reliable by sending wireless Voice based feedback whether the particular object is either too close to him or is it at a safer distance. The same system can be used from Obstacle Detection.

Features

• Easy to integrate
• Voice Activated
• Real Time Interface
• Can be Interacted with Android Mobile Webcam as well

Setup

• Fork the repository at your profile
• Git Clone the repository to your local machine.
• pip install - r requirements.txt
• Follow my Youtube Tutorial
• Run MainFile

TODO

• Make it dynamic over Cloud systems.
• Provide features to input class of Object.

Tutorials

• Medium
• Youtube

👏 And it's done!

Feel free to mail me for any doubts/query

• 📧 [email protected]
• ⭐: Instagram: @beingryaan
• 💙: LinkedIn: https://www.linkedin.com/in/aryan-gupta-6a9201191/