Estimation of Time and Weather Based on Pupil Size

Project Title

Estimation of Time and Weather Based on Pupil Size

Project Area of Specialization Artificial IntelligenceProject Summary

Our proposed project involves the estimation of time and weather  based on the pupil size.

This project will help us to measure the diameter/radius of the pupil of human being in different light environments like Sun light, moon light, bulb light.

We relate this size to estimate the time and time regions like morning, noon, afternoon,  evening and night.

This project will measure the diameter / radius of pupil of human being in different conditions like:

• light environments like Sun light, moon light, bulb light.

•The time and time regions like morning, noon, afternoon,  evening and night.

•Similarly weather estimation like sunny or rainy.

Project Objectives

The main objective of this project is to measure the diameter / radius of pupil of human being in different conditions. for the estimation of weather and time. For this we need:

• To study the related work
• To use datasets for training machine
• To collect new dataset for transfer learning approach
• To model systems for estimating time and time regions based on pupil size estimation

After this project, we will be able to give out system a picture of a person, and our system will automatically find face of the person, and then find eye from the face. Then it’ll match the eye of the person from out dataset, then give the answer by comparing it with given dataset. By this means we will get to know what weather and time it is (by the help of pupil).

Project Implementation Method

For implementing this project we will need a camera, which will detect the face first then it will detect the eye and then the pupil by the help of detection algorithms. after the detection of pupil it will estimate the pupil size, its diameter and radius, We will use pupil detection algorithm for this. 

the tools which would be needed are:

• Programming Language: Python
• GPU based Machine
• Area/Specialization: Pupil
• Machine Learning
• Computer Vision
• HCI
• Equipment Needed:
• Infrared camera
• Ir illumination
• Graphics card
• Software needed:
• Anaconda (for implementing algorithms)/ Pycharm

Benefits of the Project

Some benefits of estimation of time and weather by pupil size are:

• Accuracy in detection pupil size.
• Estimating time with the help of pupil size.
• Can estimate the weather by measuring the pupil size.
• New dataset will be publicly available.

this project will be helpful in police department as to identify from the picure or clip of the theif that at what time has attempted the crime or in which weather condition.

Technical Details of Final Deliverable

We have done the research for the estimation of pupil size and it's diameter and radius by reading the research papers, we have implemented the face and eye detection algorithm and working on the pupil detection algorithm. We are using pycharm software for the implementation of the code in phython language. for the final deliverable we require an infrared camera which will detect the pupil, then by using the algorithms we will estimate the size of the pupil, for this we need a good graphical card. After the estimation of the size of the pupil we will detect from that size that what is the time and the weather. This whole project is based on an artificial inteligent, this required the the software and hardware both. 

Final Deliverable of the Project HW/SW integrated systemType of Industry Education , IT Technologies Artificial Intelligence(AI)Sustainable Development Goals Good Health and Well-Being for People, Climate ActionRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	70000
Infrared camera/ Ir illumination	Equipment	1	25000	25000
graphic card	Equipment	1	15000	15000
ssd drive	Equipment	3	10000	30000