Auto Researcher

Project Title

Auto Researcher

Project Area of Specialization Artificial IntelligenceProject Summary

We will create ai model which will get images from user and automatically generate convolution layers by genetic algorithm in order to do classification ,object detection ,style transfer and signal processing tasks 

Project Objectives

Objective of this project to build Ai model generator system where user can do deep learning tasks with zero coding efforts

Project Implementation Method

We are implementing project in python for gui we are pyqt5 and for deep learning layers and gpu optimization we are tensorflow-gpu.

Benefits of the Project

Benifits of this project to build Ai model generator so that any user with very basic knowledge of deep learning can do deep learning task and researchers can generate model through our system.

Technical Details of Final Deliverable

Image classification 

Object Detection

Style Transfer

Signal Processing

Segmention

Solution generator by using our software with will has two option by using transfer learning or by making model for these tasks from scratch by using genetic algorithm and convergance of genetic algorithm will imaproved by usning reinforcement learning

Final Deliverable of the Project Software SystemCore Industry EducationOther IndustriesCore Technology Artificial Intelligence(AI)Other TechnologiesSustainable Development Goals Quality EducationRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	80000
Gtx 1080ti	Equipment	1	70000	70000
Printing and Extra Ram	Miscellaneous	1	10000	10000