Object detection and sound recognition for blind person
The Main Idea behind this Project is useful for Blind People. While most people live and function with vision, many people live their lives with limited or no vision at all. Most tasks of daily living can, with practice and training, be carried out without the use of vision. If This Applicat
2025-06-28 16:34:17 - Adil Khan
Object detection and sound recognition for blind person
Project Area of Specialization Artificial IntelligenceProject SummaryThe Main Idea behind this Project is useful for Blind People.
While most people live and function with vision, many people live their lives with limited or no vision at all. Most tasks of daily living can, with practice and training, be carried out without the use of vision.
If This Application is Installed on any Mobile. The user of this
app hold the back Camera in Front Pocket.
The Camera Recognize everything in front of him and using text
to speech, it tells the user which thing is in front of him.
User can also scan their relative pics in the application.
If any of the relatives come in front of him they can detect their
name, gender, age, etc
If any Unknown Person comes in front of him then an application
detects the relative things about this person e.g age, gender, etc
Basically, Our Main Idea to develop this App is that Blind People
Facilitate more and more and application will be designed for ease of
use and customizable through personalized information
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It will assist the blind to find the object which they want. It will work as the eye for them
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They need not ask someone to find the things for them. They will easily get those objects by this application.
METHODOLOGIES USED
•Methodologies used is Agile Software Development.
•Agile development is quick and iterative. The ask is divided into short phases of work.
•It is the best for android app development.
•It focuses on the addition of new features.
•There are two types of Agile development:
1.Agile Scrum - Scrum describes a set of meetings, tools, and roles that work in concert to help teams structure and manage their work.
2.Lean Development - Decrease Costs, Effort, and Waste.
SOFTWARE REQUIREMENTS:
1.Android studio:
•Android Studio is a popular software development environment by Google(also known as an integrated development environment) that enables programmers and developers from all around the work direct access to the tools for coding, debugging, performance optimizing.
The Android Studio version is 4.1.1.
2.Tensorflow:
•Tensorflow is an end-to-end open-source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML-powered applications.
WHY ANDROID?
•Mobile phones have become a very common platform for communication and personal use.
•Android is a development platform for the application and it is becoming the most widely used platform among mobile technologies.
•According to Google 2013 research, there are more than 1 million android application published and over 50 billion applications downloaded.
•A developer survey conducted in April-May 2013 found that 71% of mobile developers develop for Android.
•Android is the most widely used operating system in the world.
Benefits of the Project•Through this app we help blind people to find the object in an easier way with the help of sound recognition and object detection.
•It will assist the blind to find the object which they want.
•They need not ask someone to find things for them.
Technical Details of Final Deliverable•A CNN, quantized Mobile Net Single Shot Detector (SSD), an, etc model trained on the COCO dataset.
• This model predicts the boundary boxes and the classes directly from the feature maps.
•Select the best model that will accurate than others.
•COCO is a large image dataset designed for object detection, segmentation, person key points detection, stuff segmentation, and caption generation.
1.Android studio:
•Android Studio is a popular software development environment by Google(also known as an integrated development environment) that enables programmers and developers from all around the work direct access to the tools for coding, debugging, performance optimizing.
The Android Studio version is 4.1.1.
2.Tensorflow:
•Tensorflow is an end-to-end open-source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML, and developers easily build and deploy ML powered applications.
Final Deliverable of the Project Software SystemCore Industry MedicalOther Industries Health Core Technology Artificial Intelligence(AI)Other Technologies Wearables and ImplantablesSustainable Development Goals Good Health and Well-Being for PeopleRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 75000 | |||
| web services hosting | Equipment | 1 | 25000 | 25000 |
| android base cell | Equipment | 1 | 25000 | 25000 |
| camera(32mp) | Equipment | 1 | 15000 | 15000 |
| stationary, office supplies | Miscellaneous | 1 | 10000 | 10000 |