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Page Properties

Target release

Type // to add a target release date

Epic

Type /Jira to add Jira epics and issues

Document status

Status
titleDRAFT

Document owner

@ mention owner

Designer

@ designer

Matthew Kutugata

Tech lead

@ leadMatthew Kutugata Boscosylvester John (Unlicensed)

Technical writers

@ writers

QA

🎯 Objective

\uD83D\uDCCA Success metrics

...

Goal

...

Metric

\uD83E\uDD14 Assumptions

...

Navjot Singh

QA

Maria Laura Cangiano

Goal and Objectives

The primary goal is to extract detailed vegetation segments from field images. These images include additional tools like gray mats and color cards to enhance the accuracy of segmentation. The segments extracted are intended to be used directly for detailed analysis or to create synthetic image data, facilitating diverse machine learning tasks.

  1. Report on the current status of the dataset

  2. Process Backlog

  3. Continuously Monitor and Process

Images Sample Examples

Weeds

Gallery
columns5
excludePicture0.jpg, NCB05413.JPG, NCB05414.JPG, TXB05162.JPG, TXB05163.JPG, TXB05161.JPG
sortname

Cover crops

Gallery
includeTXB05163.JPG, TXB05162.JPG, TXB05161.JPG
columns3

Cash Crops

Gallery
includeNCB05413.JPG, NCB05414.JPG
columns2
sortname

Key Features

Feature

Description

Reporting

Color correction

Semi-Automatic

image quality classification

Verify label accuracy

Validation

Timeline

Roadmap Planner
maplinks
timelinetrue
source 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pagelinks
titleRoadmap%20Planner
hashcfdf6478a845bded2fc6786da3b93b6693b8b388da6af304833db32745b48727

\uD83D\

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uDDD2 Outputs

ID

Requirement

User Story

Category

Importance

Description

Jira Issue

Format

Notes

Status
colourRed
titleHIGH

 

 

 

 

 

...

A.1

weed semantic mask

dataset

PNG

A.2

cover crop semantic mask

dataset 

PNG

 

A.3

cash crop semantic mask

dataset

PNG

A.4

bounding box detection

dataset

JSON key/value pair

identify format (consider yolo)

A.5

Metadata

dataset

contains various metadata

JSON

B.5

Report

Monitoring

PNG/CSV

A.6

image content tags

dataset

tags in metadata for whether the image contains a gray mat, color correction card, or has a plain background

JSON key/value pair

(question) Open Questions

Question

Answer

Date Answered

(warning) Out of Scope