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8 articles for “Fruit Ripeness”
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Identification of Papaya Fruit Ripening Process Using AI
Abstract: Identifying the ripening process of papaya fruit using artificial intelligence involves employing machine learning algorithms to analyze various features such as color changes, texture alterations and chemical compositions. This model is capable of analyzing visual cues to determine the stage of ripeness. The dataset compares images of papaya at various ripening stages, and our AI model demonstrated high accuracy in classifying these stages. Employing machine learning algorithms and image processing …
Published in Research & Reviews : Journal of Food Science & Technology · Vol. 13, Issue 2, 2024 · pp. 23–30 Read article
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Convolutional Neural Network Based Ripeness Detection of Fruits
Abstract: The accurate and efficient assessment of fruit ripeness plays a crucial role in ensuring the quality of fruits and optimizing supply chain management. This paper presents a novel approach for the automated detection of apple and banana ripeness using Convolutional Neural Networks (CNNs). The suggested method supports the capability of CNNs to learn hierarchical features from images, variations in color and shape associated with different ripeness stages. The online dataset …
Published in Research & Reviews : Journal of Agricultural Science and Technology · Vol. 13, Issue 2, 2024 · pp. 30–36 Read article
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Harnessing Ethylene and Brassinosteroids for Enhanced Agricultural Productivity and Food Quality
Abstract: This study provides a comprehensive review of the roles of ethylene and brassinosteroids, two vital hormonal regulators in plants, focusing on their impact on fruit ripening, stress responses, and overall plant growth. Ethylene, a gaseous plant hormone, is recognized as a key regulator in various physiological processes, particularly in the maturation of fruits. Its involvement in the ripening process has profound implications for agricultural practices, as it directly influences the …
Published in International Journal of Trends in Horticulture · Vol. 1, Issue 2, 2024 · pp. 29–32 Read article
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An Overview of Berberis lycium Royle's Medicinal Significance
Abstract: Natural medication substances are acknowledged as essential and playing important roles in the current medical system because their therapeutic effects are dependent upon the availability of these bioactive molecules. Natural medicines are extremely helpful since they provide necessary bioactive compounds that are less harmful but nonetheless more potent because of their ability to prevent disease. In 1837, John Forbes Royle wrote the first description of the B. lycium plant. The …
Published in Research and Reviews: A Journal of Pharmaceutical Science · Vol. 15, Issue 3, 2024 · pp. 61–71 Read article
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Intelligent Machine for Food Quality and Safety Assessment
Abstract: This paper presents the development of an intelligent fruit and vegetable classification system aimed at reducing food waste and infections caused by spoiled items. Using artificial intelligence and sensor data, our system classifies items into three categories: ripe, unripe, and rotten, and employs servo motors to sort them into respective baskets. The classification process utilizes real-time temperature, humidity, and image data captured by the camera and processed by the laptop. …
Published in International Journal of Industrial and Product Design Engineering · Vol. 2, Issue 1, 2024 · pp. 24–28 Read article
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Cucumis Sativus: A Review
Abstract: The family Cucurbitaceae includes the cucumber (Cucumis sativus L.). 30 species of Cucumis are distributed in Africa and Asia. One of the first vegetables to be farmed, cucumbers are native to the tropics. It has almost 3,000 years of historical documentation (Yawalkar, 1985). Widespread cultivation of Cucumis sativus (CS) is found in Bangladesh (including the Chittagong Hill Tracts, Gazipur, Sherpur, Cox's Bazar, Tangail, and other forests), the Indian subcontinent, and …
Published in Research and Reviews : A Journal of Biotechnology · Vol. 15, Issue 2, 2025 Read article
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Optimizing Mango Harvest Timing in the Nasik Region (Maharashtra, India) by CNNs (Residual Network 101)
Abstract: The determination of optimal harvest timing is one of the most critical decisions in mango production, directly affecting postharvest quality, market value, transportation resilience, and export readiness. In regions such as Nashik, Maharashtra—one of India’s major fruit- producing belts—the climatic variability, cultivar differences, monsoon patterns, and market- driven pressures make accurate harvest timing essential. Traditional maturity assessment relies on subjective visual inspection, specific gravity, or destructive testing, each of which …
Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 13, Issue 1, 2026 Read article
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Carica papaya Linn.: A review on Nutritional and Medicinal Value of Papaya
Abstract: Papaya (Carica papaya Linn.) is a popular fruit tree in the tropical part of the world. It is a delicious, sweet fruit with a pleasant aroma. The papaya is consumed worldwide as a fresh fruit and vegetable. which is healthy for humans because all parts of the plant, including fruit, stem, bark, peel, fruit, seeds, and pulp, have medicinal properties. Papaya also has nutritional value and is also used as …
Published in Research & Reviews: A Journal of Pharmacognosy · Vol. 12, Issue 1, 2025 · pp. 67–75 Read article