Dataset research report
Gromo25 research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
GroMo25: Multiview Time-Series Plant Image Dataset for Age Estimation and Leaf Counting Dataset Summary GroMo25 is a multiview, time-series plant image dataset designed for plant age estimation (in days) and leaf counting tasks in precision agriculture. It contains high-quality images of four crop species — Wheat, Okra, Radish, and Mustard — captured over multiple days under controlled conditions. Each plant is photographed from 24 angles across 5 vertical levels per day… See the full description on the dataset page: https://huggingface.co/datasets/MrigLabIITRopar/GroMo25.
Research Context
Gromo25: 500 rows by 3 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
Follow-Up Queries
Preview Rows
| # | filenametext | leaf_countinteger | Ageinteger |
|---|---|---|---|
| 1 | mustard/p1/d1/L1/mustard_p1_d1_L1_0.png | 2 | 1 |
| 2 | mustard/p1/d1/L1/mustard_p1_d1_L1_15.png | 2 | 1 |
| 3 | mustard/p1/d1/L1/mustard_p1_d1_L1_30.png | 2 | 1 |
| 4 | mustard/p1/d1/L1/mustard_p1_d1_L1_45.png | 2 | 1 |
| 5 | mustard/p1/d1/L1/mustard_p1_d1_L1_60.png | 2 | 1 |
| 6 | mustard/p1/d1/L1/mustard_p1_d1_L1_75.png | 2 | 1 |
Data Dictionary
- filename text
- leaf_count numeric
- Age numeric
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.