Auto Researcher
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 Title
Auto Researcher
Project Area of Specialization
Project 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
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Gtx 1080ti | Equipment | 1 | 70000 | 70000 |
| Printing and Extra Ram | Miscellaneous | 1 | 10000 | 10000 |
| Total in (Rs) | 80000 |
If you need this project, please contact me on contact@adikhanofficial.com
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