ClosetBuddy AI based project

Project Title

ClosetBuddy AI based project

Project Area of Specialization Artificial IntelligenceProject Summary

Our goal is to put together a set of technologies into a system that could be used to aid the user in the planning of their clothes.This application not only helps you track your clothes but also get suggestions on what to wear according to the events of your calendar. You can also manage your clothes from anywhere with a mobile application. In addition, our system uses the information it has at hand to make the best inferences based on the prevailing circumstances in order to provide meaningful and useful results to its user in a timely manner. The main feature of this project is the inclusion of machine learning. Machine learning techniques help us improve decision making and even make the decisions on the images provided by the user our system using machine learning categorizes the items for example top, trouser, shoes, bags etc.

It also provides suggestions to the user according to the weather forecast and suggests appropriate clothes. The app will also give more detailed analysis of the dresses that user wore daily and keep record of it. The objective of the project was to design a system that would aid visually handicapped people during dressing by recommending appropriate outfits. The system was able to categorize dresses and provide outfit recommendations from the user's wardrobe on random basis and from the users own choices.

This app makes complete outfits from users data and suggest, if user accepts the outfit then selected outfit would be recorded as the user's feedback and it would be saved in user choices. For instance, a set of clothes that a user initially selects for party would be matched to that activity and would suggested the next time the user requires costumes for party.

Project Objectives

Recommendations: The main objective of this project is to develop such system which helps insaving user’s time by recommending clothes combinations on the basis of user choices and random basis.

Machine learning: We have to develop a database that comprises of enough amount of data tomake the system learn to take decisions to categorize the user data into top, trouser, bags etc. and it also contain a database of items owned by the user.

Repetition: we have to implement a feature which is best for the people who don’t repeat theirclothes more often. User has to add a timeline in which she don’t want to repeat her clothes. So the system would not suggest a same cloth in that timeline.

Calendar features: We have to add feature of calendar in which system tracks the clothes userwear on different days .Another feature of calendar is to mark different occasions on the calendar on the basis of which system suggest the dresses.

Weather and time features: We have to develop a feature of weather forecast by which systemgets weather updates from external sources and suggest cloth according to the weather. There is also a feature of time, our system suggest cloth according to the time.

Project Implementation Method

After downloading the app, users first have to fill their ClosetBuddy with their clothes, shoes and accessories for this they have to select that category in which they want to add any item, e.g. formal, casual, party etc. and then take pic and upload it. All these pictures are going to save on the database that is design for user. And our app categorize these images as top, trouser, skirt etc. And from this data set our app recommend clothes on daily basis. There is also an option of select material, through which our user easily select the material of their cloths

Our system learn to take decisions from the data which is present for training and when the user fill her app with her own data our system categorizes the images as top, trouser, shoes etc. and then start suggesting combinations of clothes on random basis and on the basis of user’s initial choices and make matches of top, trouser, shoes, bags & other accessories according to the time and weather.

Benefits of the Project

Every day early morning before get out of your bed, you can pull out your phone and gets the best combination of your clothes to wear that day. It’s so easy and simple to use. Now you don’t need to worry about your looks. Your outfit idea is ready for you which is not a repeating one according to your choice of repetition. You can easily maintain your closet through your mobile. This app is a personal aide now people don’t need to waste their time on selection of their clothes according to events, time and weather. ClosetBuddy keeps your closet organized, enhance your looks and make you utilize your closet to the fullest potential. No matter how big your closet is, the ClosetBuddy can manage your dresses.

Technical Details of Final Deliverable

a machine learning based application, specially designed for female, especially for students and working women.

Final Deliverable of the Project Software SystemCore Industry MediaOther Industries Others Core Technology Artificial Intelligence(AI)Other Technologies Big DataSustainable Development Goals Responsible Consumption and ProductionRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	3050
printing of proposal	Miscellaneous	10	10	100
redefence proposal	Miscellaneous	10	10	100
mid progress report	Miscellaneous	10	10	100
project file	Miscellaneous	1	100	100
minutes of meeting	Miscellaneous	10	10	100
Design document	Miscellaneous	5	10	50
poster	Miscellaneous	1	500	500
pumphlit	Miscellaneous	100	10	1000
final report	Miscellaneous	1	1000	1000