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6 update repo description to emphasize prototyping #10

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38 changes: 36 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,3 +1,37 @@
# harvester-prototype

This repository is for the frontend of the project react
# Harvester Prototype (FertiScan)

## Overview Description

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---
The Harvester project, represents a significant

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advancement in fertilizer bag inspection. The primary goal of this prototype is
to test and validate various potential solutions that could be integrated into

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the final project. The AI-Lab team, utilizing unit tests, strives to determine

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the best approach to address issues associated with fertilizer bag inspection.
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## Key Features

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---
**Gemini Vertex API:** An application programming interface designed to

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simulate human conversation, capable of answering questions and processing

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a large number of images.
**Testing Process:** Rigorous testing is conducted to demonstrate that
the Gemini Vertex API, created by Google, is the appropriate method for the

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Harvester project.

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It meets various criteria and achieves two main objectives:

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reading labels during recording and identifying differences with bags analyzed
by inspectors.

## Potential Advantages
---
**Increased Efficiency:** By automating fertilizer bag inspection, the project
aims to increase the efficiency and accuracy of the inspection process.
**Advanced Analysis:** Through the integration of the Gemini Vertex API, the
system can analyze fertilizer bag labels more thoroughly, identifying not only
basic information but also subtle differences that may escape human inspection.

## Future Outlook
The Harvester prototype is a crucial step toward realizing a
comprehensive automated inspection system. With continuous testing and
improvements, it has the potential to transform the way fertilizer bag
inspections are conducted, bringing an advanced technological solution
to the agricultural sector.
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8 changes: 4 additions & 4 deletions app.py
Original file line number Diff line number Diff line change
Expand Up @@ -175,11 +175,11 @@ def create_base_request(file):
model = GenerativeModel("gemini-1.0-pro-vision-001")
projectinit=vertexai.init(project="test-application-2-416219", location="northamerica-northeast1")
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#Original question
baseQuestions = generateRequest('company_image_folder\\Acti_Sol1', model, projectinit, None, "Original_question")
baseQuestions = generateRequest('company_image_folder\\Acti_Sol1', model, projectinit, baseQuestions, "Original_question")
baseQuestions = generateRequest('company_image_folder\\acti_sol1', model, projectinit, None, "original_question")
baseQuestions = generateRequest('company_image_folder\\acti_sol1', model, projectinit, baseQuestions, "original_question")
# Modified question
baseQuestions = generateRequest('company_image_folder\\Acti_Sol1', model, projectinit, None, "Modified_question")
baseQuestions = generateRequest('company_image_folder\\Acti_Sol1', model, projectinit, baseQuestions, "Modified_question")
baseQuestions = generateRequest('company_image_folder\\acti_sol1', model, projectinit, None, "modified_question")
baseQuestions = generateRequest('company_image_folder\\acti_sol1', model, projectinit, baseQuestions, "modified_question")

#generateRequest('Company_Image_Folder\Bio_Fleur', model, projectinit)
#generateRequest('Company_Image_Folder\Bio_Fleur', model, projectinit)
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