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Dataset Card for Fruit-Ripeness-Classification dataset
This is a collection of ripe and unripe fruits (mangoes and bananas) in outside lighting and outside conditions.
Train - 80% (4k images) Test - 20% (1k images)
Dimensions of image : 640 x 480 The dataset has been collected from Mendeley data: https://data.mendeley.com/datasets/y3649cmgg6/3 (Mango and Banana Dataset (Ripe Unripe) : Indian RGB image datasets for YOLO object detection) Initially the data was for training YOLO… See the full description on the dataset page: https://huggingface.co/datasets/darthraider/fruit-ripeness-detection-dataset.
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The global fruit ripening system market size was valued at approximately USD 1.5 billion in 2023 and is projected to reach around USD 2.8 billion by 2032, growing at a CAGR of 7.2% during the forecast period. The primary growth driver for this market is the increasing demand for fruits with extended shelf life and enhanced appeal, driven by consumer preferences and global trade requirements.
One major growth factor contributing to the expansion of the fruit ripening system market is the rising consumer awareness regarding the benefits of consuming fresh and well-ripened fruits. With the growing emphasis on healthy living and nutrition, there is an increased demand for fruits that are ripened uniformly, enhancing their taste and nutritional value. This consumer trend is compelling the fruit production and supply chain sectors to adopt advanced ripening systems, thereby driving market growth.
Another crucial factor is the technological advancements in ripening systems themselves. Innovations in ethylene generators, ripening chambers, and ripening bags have made these systems more efficient, cost-effective, and easier to use. For instance, newer models of ethylene generators are more energy-efficient and environmentally friendly, reducing operational costs and making them more accessible to smaller enterprises. These advancements are helping to broaden the market's reach, enabling even small and medium-sized enterprises to leverage these technologies.
The expansion of global trade in fruits is also playing a significant role in boosting the market. As fruits are shipped across continents, the need for controlled ripening systems becomes paramount to ensure that they reach their destination in optimal condition. This has led to an increased adoption of advanced ripening systems in both developing and developed countries. Moreover, regulatory standards related to food safety and quality in various regions are promoting the use of these systems, adding another layer of growth impetus to the market.
Ethylene Releasing Compounds play a pivotal role in the fruit ripening process by facilitating the natural ripening of fruits. These compounds are essential in creating the right environment for fruits to mature uniformly, enhancing their flavor, color, and texture. The use of ethylene releasing compounds is particularly beneficial in large-scale operations where consistency in fruit quality is paramount. By releasing ethylene gas, these compounds help in breaking down the cell walls of fruits, converting starches into sugars, and reducing acidity, thereby making the fruits more palatable. This technology is gaining traction among fruit producers who aim to meet the increasing consumer demand for high-quality, naturally ripened fruits.
In terms of regional outlook, the Asia Pacific region is expected to dominate the market owing to its large population base and increasing fruit consumption rates. Additionally, countries like India and China are significant producers of fruits like bananas and mangoes, which require effective ripening systems. North America and Europe are also substantial markets due to their stringent food safety regulations and high consumer demand for quality fruits. Other regions like Latin America and the Middle East & Africa are gradually adopting these systems, driven by their growing fruit export activities.
The type segment of the fruit ripening system market is diverse, encompassing ethylene generators, ripening chambers, ripening bags, and other specialized equipment. Ethylene generators hold a significant share in the market due to their effectiveness in accelerating the ripening process. These generators are widely used in large-scale commercial operations where large volumes of fruits need to be ripened uniformly. The technology behind ethylene generators has seen considerable advancements, making them more energy-efficient and user-friendly, thereby driving their adoption among various end-users.
Ripening chambers are another critical segment, especially in regions with substantial fruit export activities. These chambers offer a controlled environment where temperature, humidity, and ethylene levels can be precisely managed, ensuring that the fruits ripen uniformly. The demand for ripening chambers is particularly high in countries like the United States and Germany, where there is a strong focus on maintaining h
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The global fruit ripening room market size was valued at approximately USD 1.2 billion in 2023 and is expected to reach around USD 2.4 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.1% during the forecast period from 2024 to 2032. This remarkable growth is driven by the increasing demand for fresh fruits that maintain consistent quality and the need for efficient ripening processes to meet consumer expectations. The rise in urbanization, changing food consumption habits, and advancements in ripening technologies are significant factors contributing to market growth.
One of the primary growth factors for the fruit ripening room market includes the increasing consumer preference for fresh and ready-to-eat fruits. As urban populations grow and lifestyles become busier, there is heightened demand for fruits that are ready for consumption, driving the need for effective ripening technologies. Furthermore, with an expanding middle-class population, particularly in developing countries, disposable incomes are rising, enabling consumers to afford high-quality fruits, thereby boosting market demand. Additionally, the global trend towards healthy eating and the consumption of fruit as a natural source of vitamins and minerals have also been instrumental in propelling market growth.
Technological advancements in fruit ripening processes have significantly impacted market dynamics, offering more efficient, controlled, and environmentally friendly solutions. Innovations such as controlled atmosphere storage and ethylene control technologies are becoming increasingly popular as they ensure fruits ripen uniformly, thus reducing wastage and enhancing shelf life. Furthermore, the advent of digital monitoring systems and automation in ripening rooms allows for precise control over temperature, humidity, and ethylene levels, which are critical parameters in the fruit ripening process. These advancements not only improve the quality of the ripened fruit but also enhance operational efficiency, thereby driving market growth.
Government regulations and initiatives aimed at reducing food wastage and ensuring food safety have also played a crucial role in the growth of the fruit ripening room market. Many countries have implemented stringent regulations regarding the use of artificial ripening agents like calcium carbide, which can be harmful to health. This has led to a rise in the adoption of safer and more controlled ripening methods such as ethylene generators and ripening chambers. Additionally, subsidies and incentives provided by governments to promote the adoption of advanced ripening technologies are further catalyzing market growth.
From a regional perspective, the Asia Pacific region is expected to witness the highest growth in the fruit ripening room market during the forecast period. This is attributed to the region's large population base, increasing disposable incomes, and the rising demand for high-quality fruits. Additionally, countries like India and China are major producers and consumers of fruits, necessitating efficient ripening infrastructure to meet both domestic and export demands. North America and Europe are also significant markets due to the high consumption of fruits and the presence of advanced ripening technologies. Latin America and the Middle East & Africa are emerging markets with potential growth opportunities driven by increasing fruit production and exports.
Fruits Post Harvest Treatment is a critical component in the supply chain of fresh produce, ensuring that fruits maintain their quality from the farm to the consumer. This treatment involves various processes such as cleaning, sorting, and packaging, which help in preserving the nutritional value and extending the shelf life of fruits. With the rising demand for high-quality and fresh fruits, post-harvest treatment technologies have become increasingly sophisticated. These technologies not only enhance the appearance and taste of fruits but also reduce wastage and improve food safety. As consumer awareness about the benefits of fresh produce grows, the role of post-harvest treatment in the fruit industry is becoming more prominent, driving innovations and investments in this sector.
The fruit ripening room market can be segmented by product type into ethylene generators, ripening controllers, and ripening chambers. Ethylene generators play a crucial role in the ripening process by r
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This dataset contains images of the classes below:
This is an object detection model that can be used to possibly identify where in the Fruit Ripening Process fruit at stores are and when to take them off the shelves and put them in composting.
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The global fruit ripening system market is experiencing robust growth, driven by increasing demand for fresh produce year-round, advancements in ripening technologies, and a rising consumer preference for high-quality fruits with optimal taste and texture. Let's assume, for illustrative purposes, a 2025 market size of $500 million and a CAGR of 7% for the forecast period (2025-2033). This translates to significant market expansion, reaching an estimated value exceeding $900 million by 2033. Key growth drivers include the adoption of ethylene-based and controlled atmosphere technologies for precise ripening control, minimizing waste and maximizing shelf life. Furthermore, the rising popularity of exotic fruits and the need for efficient post-harvest management are fueling market expansion. However, high initial investment costs for advanced systems and the potential for uneven ripening within larger batches pose challenges to market penetration, particularly amongst smaller-scale producers. The market is segmented based on technology (ethylene-based, controlled atmosphere, others), fruit type (climacteric and non-climacteric), and region. Leading companies such as EHO, Interko, and Thermal Tech are driving innovation through technological advancements and strategic partnerships, expanding market reach and enhancing system capabilities. The competitive landscape is marked by both established players and emerging innovative companies vying for market share. Increased focus on sustainability and energy efficiency within ripening systems is becoming a crucial factor, influencing consumer preferences and industry regulations. Government initiatives promoting sustainable agricultural practices and reducing post-harvest losses are also contributing to market growth. The market’s future trajectory is expected to be shaped by technological advancements in automation, sensor technology, and data analytics, further optimizing the ripening process and improving yield and quality. The increasing demand for ready-to-eat fruits and the expansion of e-commerce platforms supporting the delivery of fresh produce to consumers will continue to push market growth during the forecast period.
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Learn more about the Fruit Ripening System Market Report by Market Research Intellect, which stood at USD 1.2 billion in 2024 and is forecast to expand to USD 2.5 billion by 2033, growing at a CAGR of 9.5%.Discover how new strategies, rising investments, and top players are shaping the future.
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The global fruit ripening system market is projected to experience significant growth, reaching a market size of approximately $1.2 billion by 2024. This growth is primarily attributed to the increasing demand for fresh fruits and vegetables due to rising health consciousness and awareness about the benefits of consuming fresh produce. Additionally, the growing adoption of advanced technologies in the agricultural sector, such as controlled atmosphere (CA) and ethylene ripening rooms, is further driving the demand for fruit ripening systems. The market for fruit ripening systems is segmented based on application, type, and region. In terms of application, the market is divided into residential, commercial, research and development, and other. The commercial segment is anticipated to hold the largest share of the market due to the increasing demand for fresh produce by supermarkets, hypermarkets, and the food processing industry. By type, the market is divided into ethylene ripening rooms, controlled atmosphere (CA) ripening rooms, temperature-controlled ripening rooms, humidity-controlled ripening rooms, and others. Ethylene ripening rooms are expected to account for the largest share of the market due to their wide application in the commercial sector.
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According to our latest research, the global fruit ripening systems market size reached USD 2.41 billion in 2024, driven by increasing demand for high-quality, uniformly ripened fruits across international supply chains. The market is projected to grow at a robust CAGR of 6.2% from 2025 to 2033, reaching an estimated USD 4.13 billion by 2033. This growth trajectory is underpinned by rapid advancements in ripening technologies, shifting consumer preferences for fresh produce, and the rising adoption of controlled ripening methods by commercial players worldwide.
Several key factors are fueling the expansion of the fruit ripening systems market. The globalization of fruit trade and the need to maintain optimal fruit quality throughout long-distance transportation have increased the reliance on advanced ripening solutions. Supermarkets and food processing companies are investing in state-of-the-art ripening chambers, ethylene generators, and control systems to ensure consistent ripening, minimize losses, and extend shelf life. Moreover, the rising awareness among consumers regarding the health benefits of fresh fruits has compelled retailers and distributors to adopt technologies that guarantee uniform flavor, color, and texture, further propelling market growth.
Technological innovation stands out as a pivotal driver in the fruit ripening systems market. The integration of IoT-enabled control systems, automation, and real-time monitoring capabilities has transformed traditional ripening processes. Fully automatic ripening chambers equipped with advanced sensors and precision gas control not only enhance efficiency but also reduce human error and operational costs. These advancements are particularly attractive to large-scale commercial warehouses and food processing companies seeking scalable, reliable, and energy-efficient solutions. Additionally, stringent regulations on the use of hazardous ripening chemicals have accelerated the shift towards safer, ethylene-based systems, bolstering the adoption of compliant and eco-friendly technologies.
The regional landscape of the fruit ripening systems market is characterized by diverse growth patterns. Asia Pacific dominates the global market, driven by the vast production and export of bananas, mangoes, and other tropical fruits. North America and Europe are witnessing increased adoption of automated ripening technologies, supported by sophisticated retail infrastructure and high consumer expectations for fruit quality. Meanwhile, Latin America and the Middle East & Africa are emerging as lucrative markets, benefiting from expanding fruit exports and investments in modern post-harvest management solutions. This regional dynamism is expected to intensify competition and foster innovation across the global market during the forecast period.
The product landscape of the fruit ripening systems market encompasses ethylene generators, ripening chambers, ripening gas, control systems, and other specialized equipment. Ethylene generators are widely recognized for their efficiency and safety, providing a controlled release of ethylene gas to stimulate uniform ripening. Their portability, ease of use, and compliance with international standards have made them the preferred choice for commercial warehouses and exporters. Ripening chambers, on the other hand, offer a comprehensive solution by combining temperature, humidity, and gas concentration controls, allowing for precise management of the entire ripening process. These chambers are particularly popular among supermarkets and food processing companies that require large-scale, batch-wise ripening capabilities.
Ripening gas solutions, primarily based on ethylene, have gained traction as a safe alternative to traditional chemical ripening agents such as calcium carbide. The transition towards ripening gas is driven by regulatory bans on hazardous substances and growing consumer demand for residue-free fruits. Control systems, including advanced monitoring and automation platforms, are increasingly being integrated with other product types to provide real-time data analytics, remote operation, and predictive maintenance. This convergence of hardware and software is revolutionizing the market, enabling end-users to optimize energy consumption, reduce waste, and ensure consistent product quality.
The "others" category within th
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License information was derived automatically
The dataset includes:
OLIVE-RIPENING-DATASET.CSV: Contains, in CSV format, the measurements performed on the 110 olive samples. For each sample, 15 fruits were randomly selected and measured. The last two columns include the reference analysis of fat content per dry matter (FCDM) and fat content per fresh weight (FCFW).(conducted in the laboratory following official methodologies).
OLIVE_RIPENING_DATASET.JSON: Contains the metadata of the dataset.
README.TXT: This information in txt format.
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The dataset includes 8479 images of 6 different fruits(Apple, Grapes, Pineapple, Orange, Banana, and Watermelon). Fruits are annotated in YOLOv8 format.
The following pre-processing was applied to each image: * Auto-orientation of pixel data (with EXIF-orientation stripping) * Resize to 640x640 (Stretch)
The following augmentation was applied to create 3 versions of each source image:
The following transformations were applied to the bounding boxes of each image: * 50% probability of horizontal flip
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## Overview
Fruit Ripening is a dataset for classification tasks - it contains Fruit Ripening annotations for 2,688 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).
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Fruit ripening is an important process that affects fruit quality. A QTL in melon, ETHQV6.3, involved in climacteric ripening regulation, has been found to be encoded by CmNAC-NOR, a homologue of the tomato NOR gene. To further investigate CmNAC-NOR function, we obtained two CRISPR/Cas9-mediated mutants (nor-3 and nor-1) in the climacteric Védrantais background. nor-3, containing a 3-bp deletion altering the NAC domain A, resulted in ~8 days delay in ripening without affecting fruit quality. In contrast, the 1-bp deletion in nor-1 resulted in a fully disrupted NAC domain, which completely blocked climacteric ripening. The nor-1 fruits did not produce ethylene, no abscission layer was formed and there was no external color change. Additionally, volatile components were dramatically altered, seeds were not well developed and flesh firmness was also altered. There was a delay in fruit ripening with the nor-1 allele in heterozygosis of ~20 days. Our results provide new information regarding the function of CmNAC-NOR in melon fruit ripening, suggesting that it is a potential target for modulating shelf life in commercial climacteric melon varieties.
Trihelix proteins are plant-specific transcription factors that play crucial roles in plant development and stress responses. However, the involvement of trihelix proteins in fruit ripening and transcriptional regulatory mechanisms remains largely unclear. In this study, we cloned a trihelix gene SlGT31, whose relative expression was significantly induced by the application of exogenous ethylene but repressed by 1-methylcyclopropene (1-MCP). Suppression of SlGT31 resulted in delayed fruit ripening, decreased accumulation of total carotenoids and ethylene content, and inhibition of relative expression of genes related to ethylene and fruit ripening. Conversely, the opposite results were observed in SlGT31-overexpression lines. Yeast one-hybrid and dual-luciferase assays suggested that SlGT31 could bind to the promoters of two key ethylene biosynthesis genes ACO1 and ACS4. These results indicate that SlGT31 may act as a positive modulator during fruit ripening., Plant Materials and Growth Conditions Tomato (Solanum lycopersicum Mill.var. Ailsa Craig) was used as the wild type (WT) in this study. WT and transgenic lines were grown in a glasshouse under controlled conditions with 16-h-light/8-h-dark cycles, 25°C-day/18°C-night temperatures, 80% relative humidity, and 250 μmol m−2 sec−1 luminous intensity. Flowers were tagged at the anthesis stage, immature green was defined as 20 DPA (days post-anthesis), and mature green was defined as 35 DPA. Breaker fruits were defined as fruits of 38 DPA with the color starting to generate a slight yellow color. Other fruits from the 4th and 7th days after breaker were also used. Fruits at different ripening stages were collected, frozen immediately in liquid nitrogen, and stored at -80°C until use. Sequence analysis and subcellular localization For SlGT31-GFP construction, the cDNA with the termination codon removed from SlGT31 was amplified with SlGT31-GFP-F/R primers (Supplementary Table.S1). The amplified..., , ## Trihelix transcription factor SlGT31 regulates fruit ripening mediated by ethylene in tomato
https://doi.org/10.5061/dryad.vdncjsz18
In this study, all tomato plants were grown in a glasshouse under controlled conditions with 16-h-light/8-h-dark cycles, 25°C-day/18°C-night temperatures, 80% relative humidity, and 250 μmol m−2 sec−1 luminous intensity. The independent overexpression lines and RNA interference (RNAi) lines were obtained through genetic transformation mediated by Agrobacterium tumefaciens strain LBA4404. All data are means ± standard deviation of at least three independent experiments. A single asterisk (*) and double asterisks (**) in the figures indicate significant differences of P < 0.05 and significant differences of P < 0.01, respectively. These datasets contain the mean and standard deviation (SD) of the data corresponding to the experiments and figures in ...
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The global fruit ripening chamber market is experiencing robust growth, driven by increasing demand for high-quality fruits and vegetables year-round. Technological advancements in ripening chamber designs, offering precise control over temperature, humidity, and ethylene levels, are further fueling market expansion. The market's segmentation reveals a strong preference for banana, apple, and mango ripening chambers, reflecting the significant commercial importance of these fruits. The agricultural sector is the primary application area, indicating the crucial role of these chambers in enhancing fruit quality and extending shelf life. While precise market size figures require further investigation, based on industry analyses of similar equipment markets and considering the growth in the food processing sector, we can estimate the 2025 market size to be approximately $500 million. Assuming a conservative Compound Annual Growth Rate (CAGR) of 7%, the market is projected to reach approximately $800 million by 2033. This growth trajectory is supported by the expanding global population, rising disposable incomes, and the increasing preference for fresh produce, particularly in developing economies. Several factors contribute to the market's growth, including increased investment in advanced technologies for climate control and monitoring, the adoption of sustainable ripening practices, and stringent regulations related to food safety. However, challenges remain, primarily related to the high initial investment costs associated with installing ripening chambers and the need for skilled personnel to operate and maintain them. Furthermore, regional variations in infrastructure and technological adoption could lead to uneven market growth across different geographical areas. Companies such as Neero Cooltech, HEMS INFRATECH, and others are key players shaping the market through innovations in chamber design and efficient distribution networks. The continued focus on automation, energy efficiency, and advanced data analytics is expected to further drive the market forward in the coming years.
According to our latest research, the fruit ripening hormone sprays market size reached USD 1.13 billion globally in 2024. The market is projected to grow at a robust CAGR of 7.1% during the forecast period, reaching an estimated USD 2.12 billion by 2033. This strong growth trajectory is underpinned by rising consumer demand for year-round availability of high-quality fruits, advancements in agricultural biotechnology, and the increasing adoption of post-harvest technologies to minimize losses and enhance fruit shelf life.
One of the primary growth drivers for the fruit ripening hormone sprays market is the escalating global consumption of fresh fruits, particularly in urban and semi-urban areas. As consumer awareness regarding the health benefits of fruits increases, so does the pressure on supply chains to deliver ripe, ready-to-eat produce. Hormone sprays, especially those based on ethylene and ethephon, enable growers and distributors to manage ripening schedules more precisely, reduce spoilage, and ensure that fruits reach consumers in optimal condition. This capability is especially crucial for export-oriented markets, where transit times can be lengthy and fruit quality is paramount. Furthermore, the growing trend of supermarkets and hypermarkets offering pre-ripened fruits is boosting demand for efficient and safe ripening solutions.
Technological advancements and regulatory support are also playing a significant role in the expansion of the fruit ripening hormone sprays market. Innovations in formulation and application methods have led to the development of more effective and residue-free products, addressing concerns related to food safety and consumer health. Regulatory bodies in many countries are now endorsing the use of approved ripening agents, provided they meet stringent safety standards. This has encouraged commercial growers and retailers to shift away from traditional, often hazardous, ripening methods such as the use of calcium carbide, further propelling market growth. The increasing focus on sustainable agriculture and reduction of post-harvest losses is expected to continue driving adoption, particularly in developing economies.
Additionally, the globalization of food supply chains and the expansion of organized retail are influencing the demand for fruit ripening hormone sprays. As fruit imports and exports grow, the need for reliable ripening solutions that ensure consistent quality across different geographies becomes more pronounced. This is particularly relevant for high-value fruits like bananas, mangoes, and citrus, which are often transported over long distances. The market is also witnessing a surge in demand from online retail channels, which require precise inventory management and timely ripening to meet consumer expectations. These factors, combined with supportive government policies and increasing investments in post-harvest infrastructure, are expected to sustain the market's upward trajectory over the next decade.
From a regional perspective, Asia Pacific currently dominates the fruit ripening hormone sprays market, accounting for the largest share in 2024, followed by Latin America and North America. The region's dominance is attributed to its vast fruit production base, rapid urbanization, and the presence of key emerging economies such as India and China. Europe and the Middle East & Africa are also witnessing steady growth, driven by increasing fruit imports and rising consumer demand for high-quality, ready-to-eat produce. The overall market landscape is characterized by intense competition, ongoing product innovation, and a growing emphasis on regulatory compliance and sustainability.
The product type segment of the fruit ripening hormone sprays market is broadly categorized into ethylene-based sprays, ethephon-based sprays, acetylene-based sprays, and others. Ethylene-based sprays continue to dominate the market due to their efficacy, safety profile, and widespread regulatory app
The tomato (Solanum lycopersicum) MADS box FRUITFULL homologs FUL1 and FUL2 act as key ripening regulators and interact with the master regulator MADS box protein RIPENING INHIBITOR (RIN). Here, we report the large-scale identification of direct targets of FUL1 and FUL2 by transcriptome analysis of FUL1/FUL2 suppressed fruits and chromatin immunoprecipitation coupled with microarray analysis (ChIP-chip) targeting tomato gene promoters. The ChIP-chip and transcriptome analysis identified FUL1/FUL2 target genes that contain at least one genomic region bound by FUL1 or FUL2 (regions that occur mainly in their promoters) and exhibit FUL1/FUL2-dependent expression during ripening. These analyses identified 860 direct FUL1 targets and 878 direct FUL2 targets; this set of genes includes both direct targets of RIN and nontargets of RIN. Functional classification of the FUL1/FUL2 targets revealed that these FUL homologs function in many biological processes via the regulation of ripening-related...
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License information was derived automatically
## Overview
Fruit Ripeness Detectionn is a dataset for object detection tasks - it contains Fruit 32DM annotations for 360 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).
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Additional file 21: Table S20. Transcripts containing hypomethylated m6A peak in the MTA RNAi fruits compared to the control.
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37 Global import shipment records of Fruit Ripening with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.
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The report offers Fruit Ripening Room Market Dynamics, Comprises Industry development drivers, challenges, opportunities, threats and limitations. A report also incorporates Cost Trend of products, Mergers & Acquisitions, Expansion, Crucial Suppliers of products, Concentration Rate of Steel Coupling Economy. Global Fruit Ripening Room Market Research Report covers Market Effect Factors investigation chiefly included Technology Progress, Consumer Requires Trend, External Environmental Change.
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License information was derived automatically
Dataset Card for Fruit-Ripeness-Classification dataset
This is a collection of ripe and unripe fruits (mangoes and bananas) in outside lighting and outside conditions.
Train - 80% (4k images) Test - 20% (1k images)
Dimensions of image : 640 x 480 The dataset has been collected from Mendeley data: https://data.mendeley.com/datasets/y3649cmgg6/3 (Mango and Banana Dataset (Ripe Unripe) : Indian RGB image datasets for YOLO object detection) Initially the data was for training YOLO… See the full description on the dataset page: https://huggingface.co/datasets/darthraider/fruit-ripeness-detection-dataset.