This dataset consists of five subsets with annotated images in COCO format, designed for object detection and tracking plant growth: 1. Cucumber_Train Dataset (for Faster R-CNN) - Includes training, validation, and test images of cucumbers from different angles. - Annotations: Bounding boxes in COCO format for object detection tasks.

1. Tomato Dataset
2. Contains images of tomato plants for 24 hours at hourly intervals from a fixed angle.

3. Annotations: Bounding boxes in COCO format.

4. Pepper Dataset

5. Contains images of pepper plants for 24 hours at hourly intervals from a fixed angle.

6. Annotations: Bounding boxes in COCO format.

7. Cannabis Dataset

8. Contains images of cannabis plants for 24 hours at hourly intervals from a fixed angle.

9. Annotations: Bounding boxes in COCO format.

10. Cucumber Dataset

11. Contains images of cucumber plants for 24 hours at hourly intervals from a fixed angle.

12. Annotations: Bounding boxes in COCO format.

This dataset supports training and evaluation of object detection models across diverse crops.

Plant Growth Stage Detection

## Overview

Plant Growth Stage Detection is a dataset for object detection tasks - it contains Plant annotations for 7,306 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

Plant Growth Monitoring

## Overview

Plant Growth Monitoring is a dataset for object detection tasks - it contains Monitoring Height annotations for 600 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

The global agricultural consumption of plant growth regulators experienced an overall increasing tendency between 1990 and 2022. In the latter year, the use of plant growth regulators worldwide amounted to roughly ***** thousand metric tons, a considerable increase when compared to 1990.

Global Plant Growth Regulators Market size will exceed a valuation of USD 6.00 billion by 2032, to grow at a CAGR of 6.5% during the forecast period.

The North America Plant Growth Regulators Market report segments the industry into Type (Cytokinins, Auxins, Gibberellins, Other Types (Mepiquate Chloride)), Application (Crop-based, Non-crop-based), and Geography (North America). The report provides five years of historical insights and projections for the upcoming five years.

Fog has been demonstrated to support plant growth, survival and ecosystem maintenance spanning rainfall and elevation gradients across the world. Persistent fog and strong winds on high mountain slopes in Hawaiʻi create a unique ecological environment. We collected stem and basal diameter measurements of three native plant species at Nakula Natural Area Reserve, Maui, from 2016-2019 and numerous environmental variables to examine how rain, fog and soil moisture influence plant water deficit and growth.

The global plant growth chamber market size was significantly large in 2020, and is expected to continue to register a rapidly inclining revenue CAGR between 2021 and 2028.

Learn about the increasing demand for plant-growth regulators worldwide and the projected market performance over the next six years. Market volume expected to reach 5.7M tons by 2030 with a CAGR of +4.4% and market value to reach $44B by the end of 2030 with a CAGR of +5.4%.

Uruguay Imports from Russia of Insecticides, Rodenticides, Fungicides, Herbicides, Plant-growth Regulators was US$368 during 2011, according to the United Nations COMTRADE database on international trade.

The global plant growth regulators market size reached approximately USD 3.58 Billion in 2024. The market is further projected to grow at a CAGR of 10.40% between 2025 and 2034, reaching a value of USD 9.63 Billion by 2034.

Bean Plant Growth Stage Dataset

## Overview

Bean Plant Growth Stage Dataset is a dataset for object detection tasks - it contains Germ Vege Flow Harv annotations for 960 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

The Plant Growth Regulators Market Report is Segmented by Type (Cytokinins, Auxins, Gibberellins, and Other Types), Application (Crop-Based and Non-Crop-Based), and Geography (North America, Europe, Asia-Pacific, South America, and Africa). The Report Offers Market Size and Forecasts Regarding Value (USD) and Volume (metric Tons) for the Above-Mentioned Segments.

Market Overview and Drivers The global plant growth chamber market is valued at USD 266.2 million in 2025 and is expected to grow at a CAGR of 3.3% during the forecast period of 2025-2033. Major drivers include the increasing demand for controlled environment agriculture, the rise in scientific research activities, and the growing need for plant-based food and medicines. The proliferation of hydroponic and vertical farming techniques is further fueling market growth. Market Dynamics, Segments, and Competitors The market is segmented into application (company, colleges and universities, scientific research institutions, others) and type (reach-in, walk-in). Key companies operating in the market include Schunk, Conviron, Snijders, Binder, JEIO TECH, Percival, Panasonic, Caron, EGC, Roch Mechatronics, Nihonika, Aralab, Zongyi, TOMY Digital Biology, Weisong, and Hengzhong. North America is the largest regional market, followed by Europe and Asia Pacific. Factors such as technological advancements, stringent regulations, and the presence of key players contribute to regional growth. This meticulously crafted report delves into the realm of Plant Growth Chambers, shedding light on the intricate dynamics shaping this dynamic market. With a comprehensive analysis of market trends, key players, and growth drivers, this report provides actionable insights for stakeholders seeking to capitalize on the opportunities in this burgeoning industry.

Explore the growth potential of Market Research Intellect's report_name, valued at current_value in 2024, with a forecasted market size of forecast_value by 2033, growing at a CAGR of cagr_value from 2026 to 2033.

According to Cognitive Market Research, the global plant growth promoters market size will be USD 4215.5 million in 2024. It will expand at a compound annual growth rate (CAGR) of 10.60% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 1686.20 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.8% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1264.65 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 969.57 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.6% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 210.78 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.0% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 84.31 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.3% from 2024 to 2031.
The auxins is the leading segment of the plant growth promoters industry

Market Dynamics of Plant Growth Promoters Market

Key Drivers for Plant Growth Promoters Market

Increasing demand for organic and sustainable farming to drive market growth

The growing global shift toward organic and sustainable farming practices is significantly driving the adoption of plant growth promoters. Consumers are increasingly demanding chemical-free, eco-friendly agricultural products, prompting farmers to adopt natural alternatives like plant growth promoters to enhance crop productivity. Governments worldwide are offering subsidies and incentives to encourage sustainable farming, further bolstering market growth. The rise in awareness about soil health and environmental conservation has led to the replacement of traditional chemical fertilizers with organic solutions. In addition, the organic food industry's rapid expansion is fueling the need for natural growth-enhancing agents. With the cytokinins segment dominating due to its role in cell division and crop resilience, these products are expected to see significant uptake in both developed and developing regions to meet sustainability goals.

Innovations in biotechnology to boost market growth

Innovations in biotechnology are playing a pivotal role in boosting the plant growth promoters market. Advances in genetic engineering and microbial biotechnology are enabling the development of more efficient, target-specific plant growth promoters tailored to meet diverse crop needs. These innovations enhance nutrient uptake, stress tolerance, and yield optimization, making them highly sought after in modern agriculture. The integration of biotechnological tools allows for the creation of bio-based growth promoters that align with sustainability goals, catering to the rising demand for eco-friendly solutions. Additionally, biotechnology has accelerated research into novel formulations of cytokinins, gibberellins, and auxins, further improving their effectiveness and applicability. With these advancements, the market is witnessing an influx of cutting-edge products that not only enhance productivity but also support environmentally conscious farming practices worldwide.

Restraint Factor for the Plant Growth Promoters Market

Dependency on weather conditions for effectiveness to limit market growth

The effectiveness of plant growth promoters can be heavily influenced by weather conditions, which is a significant restraint in their widespread adoption. For example, extreme temperatures, droughts, or excessive rainfall can diminish the effectiveness of PGPs in enhancing plant growth. The performance of certain plant hormones and growth promoters depends on optimal environmental conditions, which are not always guaranteed. In regions with unpredictable climates, farmers may face challenges in applying PGPs effectively, limiting their impact. Additionally, adverse weather conditions can disrupt the timing of applications, reducing their effectiveness in increasing yields. This dependency on environmental variables hinders the consistency of results and may deter some farmers from fully adopting these solutions.

Impact of Covid-19 on the Plant Growth Promoters Market

The COVID-19 pandemic had a negativ...

The global plant growth regulators market is anticipated to grow from a value of USD 106.7 million in 2025 to USD 131.3 million by 2033, exhibiting a CAGR of 2.2% during the forecast period. The growth of the market can be attributed to the increasing demand for high-quality agricultural products, rising awareness about sustainable farming practices, and technological advancements in the agriculture industry. Key market players include Valent, Fine Americas, FMC, Syngenta, Bayer CropScience, DuPont, GroSpurt, BASF, Amvac, Arysta LifeScience, Acadian Seaplants, Helena Chemical, Agri-Growth International, Nufarm, Zhejiang Qianjiang Biochemical, Shanghai Tongrui Biotech, Jiangxi Xinruifeng Biochemical, and Sichuan Longmang Fusheng Biotech. These companies offer a wide range of plant growth regulators for various applications in the agriculture industry.

Global Plant Growth Chamber Market is poised for a significant growth, with market size projected to surge from USD 558.36 Million in 2024 to USD 811.38 Million by 2033, showcasing a robust Compound Annual Growth Rate (CAGR) of 4.24% during the forecast period.

The Global Plant Growth Chamber market size to cross USD 811.38 Million by 2033. [https://edison.valuemarketresearch.com//uploads/report

In 2023, exports of plant-growth regulators from France fell to 91K tons, dropping by -3% compared with 2022.

Discover the latest insights from Market Research Intellect's Plant Growth Modifier Sales Market Report, valued at USD 2.5 billion in 2024, with significant growth projected to USD 4.2 billion by 2033 at a CAGR of 7.5% (2026-2033).