Update README.md

parent 535026bd
# 2023-156
**"AGROX - Elevating Cinnamon Industry through Expert Guidance and Support"**
*"AGROX - Elevating Cinnamon Industry through Expert Guidance and Support"*
**Main objective**:
*Main objective*:
In this research study, we are developing a mobile application for the Cinnamon industry to provide functionalities to guide through ideal growing conditions, planting and harvesting procedures, disease identification and management, market and quality assurance, and a platform and a trained virtual assistant for additional support. This application is for beginners to expert-level industrial personnel and anyone who seeks knowledge.
**Individual Objectives**:
*Main Research questions*:
What is the purpose of the mobile application being developed for the Cinnamon industry in this research study?
***Sub Objective 1***:
*Individual research question*:
sub obj 1:
What is the research project's objective related to providing current local cinnamon market information and forecasting market status using deep learning?
sub obj 2:
What is the identified disease and what would be the output of this diagnosis?
sub obj3:
What is the purpose of the virtual assistance?
sub obj 4:
Why is it important for cinnamon growers to screen their crops according to quality standards?
*Individual Objectives*:
**Sub Objective 1**:
Provide accurate information on the current local cinnamon market status and provide market status forecasting and prediction using deep learning.
***Sub Objective 2***:
Diagnose Rough Bark Disease and categorize it according to infected severity through computer vision and provide solutions.
**Sub Objective 2**:
Plant Status Analysis and diagnosis of diseases (Rough Bark Disease) through computer vision.
***Sub Objective 3***:
**Sub Objective 3**:
Community platform and trained virtual assistant for additional queries using artificial intelligence and deep learning.
***Sub Objective 4***:
**Sub Objective 4**:
Determines the grade of cinnamon quills, through Image processing.
**Other necessary information**:
*Other necessary information*:
* Frontend: Flutter
* Backend: Python
* NN: RNN & CNN
* Libraries: Flusk / TensorFlow
* Algorithm : LSTM
* Algorithm : LSTM
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