Sensors, Vol. 21, Pages 4803: Real Time Pear Fruit Detection and Counting Using YOLOv4 Models and Deep SORT
This study aimed to produce a robust real-time pear fruit counter for mobile applications using only RGB data, the variants of the state-of-the-art object detection model YOLOv4, and the multiple object-tracking algorithm Deep SORT. This study also provided a systematic and pragmatic methodology for choosing the most suitable model for a desired application in agricultural sciences. In terms of accuracy, YOLOv4-CSP was observed as the optimal model, with an AP@0.50 of 98%. In terms of speed and computational cost, YOLOv4-tiny was found to be the ideal model, with a speed of more than 50 FPS and FLOPS of 6.8–14.5. If cons...
Source: Sensors - July 14, 2021 Category: Biotechnology Authors: Addie Ira Borja Parico Tofael Ahamed Tags: Article Source Type: research
SMRT sequencing of full-length transcriptome of birch-leaf pear ( < em > Pyrus betulifolia < /em > Bunge) under drought stress
We report here the full-length sequence of birch-leaf pear, which can be used for breeding enhanced varieties.PMID:34187976 (Source: Journal of Genetics)
Source: Journal of Genetics - June 30, 2021 Category: Genetics & Stem Cells Authors: Qingsong Yang Jinxing Wang Zhonghua Wang Xiaogang Li Jialiang Kan Jing Li Source Type: research
SMRT sequencing of full-length transcriptome of birch-leaf pear ( < em > Pyrus betulifolia < /em > Bunge) under drought stress
We report here the full-length sequence of birch-leaf pear, which can be used for breeding enhanced varieties.PMID:34187976 (Source: Journal of Genetics)
Source: Journal of Genetics - June 30, 2021 Category: Genetics & Stem Cells Authors: Qingsong Yang Jinxing Wang Zhonghua Wang Xiaogang Li Jialiang Kan Jing Li Source Type: research
SMRT sequencing of full-length transcriptome of birch-leaf pear ( < em > Pyrus betulifolia < /em > Bunge) under drought stress
We report here the full-length sequence of birch-leaf pear, which can be used for breeding enhanced varieties.PMID:34187976 (Source: Journal of Genetics)
Source: Journal of Genetics - June 30, 2021 Category: Genetics & Stem Cells Authors: Qingsong Yang Jinxing Wang Zhonghua Wang Xiaogang Li Jialiang Kan Jing Li Source Type: research
SMRT sequencing of full-length transcriptome of birch-leaf pear ( < em > Pyrus betulifolia < /em > Bunge) under drought stress
We report here the full-length sequence of birch-leaf pear, which can be used for breeding enhanced varieties.PMID:34187976 (Source: Journal of Genetics)
Source: Journal of Genetics - June 30, 2021 Category: Genetics & Stem Cells Authors: Qingsong Yang Jinxing Wang Zhonghua Wang Xiaogang Li Jialiang Kan Jing Li Source Type: research
SMRT sequencing of full-length transcriptome of birch-leaf pear ( < em > Pyrus betulifolia < /em > Bunge) under drought stress
We report here the full-length sequence of birch-leaf pear, which can be used for breeding enhanced varieties.PMID:34187976 (Source: Journal of Genetics)
Source: Journal of Genetics - June 30, 2021 Category: Genetics & Stem Cells Authors: Qingsong Yang Jinxing Wang Zhonghua Wang Xiaogang Li Jialiang Kan Jing Li Source Type: research
SMRT sequencing of full-length transcriptome of birch-leaf pear ( < em > Pyrus betulifolia < /em > Bunge) under drought stress
We report here the full-length sequence of birch-leaf pear, which can be used for breeding enhanced varieties.PMID:34187976 (Source: Journal of Genetics)
Source: Journal of Genetics - June 30, 2021 Category: Genetics & Stem Cells Authors: Qingsong Yang Jinxing Wang Zhonghua Wang Xiaogang Li Jialiang Kan Jing Li Source Type: research
SMRT sequencing of full-length transcriptome of birch-leaf pear ( < em > Pyrus betulifolia < /em > Bunge) under drought stress
We report here the full-length sequence of birch-leaf pear, which can be used for breeding enhanced varieties.PMID:34187976 (Source: Journal of Genetics)
Source: Journal of Genetics - June 30, 2021 Category: Genetics & Stem Cells Authors: Qingsong Yang Jinxing Wang Zhonghua Wang Xiaogang Li Jialiang Kan Jing Li Source Type: research
Downstream of GA4, PbCYP78A6 participates in regulating cell cycle-related genes and parthenogenesis in pear (Pyrus bretshneideri Rehd.)
Parthenocarpy results in traits attractive to both consumers and breeders, and it overcomes the obstacle of self-incompatibility in the fruit set of horticultural crops, including pear (Pyrus bretshneider). Howev... (Source: BMC Plant Biology)
Source: BMC Plant Biology - June 24, 2021 Category: Biology Authors: Haiqi Zhang, Wei Han, Huibin Wang, Liu Cong, Rui Zhai, Chengquan Yang, Zhigang Wang and Lingfei Xu Tags: Research article Source Type: research
Chemical composition and in vitro antihyperglycemic potential of Kainth fruit (Pyrus pashia Buch.-Ham ex D. Don)
Publication date: August 2021Source: Food Bioscience, Volume 42Author(s): Om Prakash, B.K. Bettadiah, V.B. Kudachikar (Source: Food Bioscience)
Source: Food Bioscience - May 30, 2021 Category: Food Science Source Type: research
Genome-wide identification and functional analysis of U-box E3 ubiquitin ligases gene family related to drought stress response in Chinese white pear (Pyrus bretschneideri)
The plant U-box (PUB) proteins are a family of ubiquitin ligases (E3) enzymes that involved in diverse biological processes, as well as in responses to plant stress response. However, the characteristics and f... (Source: BMC Plant Biology)
Source: BMC Plant Biology - May 26, 2021 Category: Biology Authors: Chunmeng Wang, Bobo Song, Yuqin Dai, Shaoling Zhang and Xiaosan Huang Tags: Research article Source Type: research
Orchard Management and Landscape Context Mediate the Floral Microbiome of Pear
Appl Environ Microbiol. 2021 May 21:AEM.00048-21. doi: 10.1128/AEM.00048-21. Online ahead of print.ABSTRACTCrop-associated microbiota are key factors affecting host health and productivity. Most crops are grown within heterogeneous landscapes, and interactions between management practices and landscape context often affect plant and animal biodiversity in agroecosystems. However, whether these same factors typically affect crop-associated microbiota is less clear. Here, we assessed whether orchard management strategies and landscape context affected bacterial and fungal communities in pear (Pyrus communis) flowers. We foun...
Source: Applied and Environmental Microbiology - May 22, 2021 Category: Microbiology Authors: Robert N Schaeffer Vera W Pfeiffer Saumik Basu Matthew Brousil Christopher Strohm S Tianna DuPont Rachel L Vannette David W Crowder Source Type: research
Orchard Management and Landscape Context Mediate the Floral Microbiome of Pear
Appl Environ Microbiol. 2021 May 21:AEM.00048-21. doi: 10.1128/AEM.00048-21. Online ahead of print.ABSTRACTCrop-associated microbiota are key factors affecting host health and productivity. Most crops are grown within heterogeneous landscapes, and interactions between management practices and landscape context often affect plant and animal biodiversity in agroecosystems. However, whether these same factors typically affect crop-associated microbiota is less clear. Here, we assessed whether orchard management strategies and landscape context affected bacterial and fungal communities in pear (Pyrus communis) flowers. We foun...
Source: Applied and Environmental Microbiology - May 22, 2021 Category: Microbiology Authors: Robert N Schaeffer Vera W Pfeiffer Saumik Basu Matthew Brousil Christopher Strohm S Tianna DuPont Rachel L Vannette David W Crowder Source Type: research
Orchard Management and Landscape Context Mediate the Floral Microbiome of Pear
Appl Environ Microbiol. 2021 May 21:AEM.00048-21. doi: 10.1128/AEM.00048-21. Online ahead of print.ABSTRACTCrop-associated microbiota are key factors affecting host health and productivity. Most crops are grown within heterogeneous landscapes, and interactions between management practices and landscape context often affect plant and animal biodiversity in agroecosystems. However, whether these same factors typically affect crop-associated microbiota is less clear. Here, we assessed whether orchard management strategies and landscape context affected bacterial and fungal communities in pear (Pyrus communis) flowers. We foun...
Source: Applied and Environmental Microbiology - May 22, 2021 Category: Microbiology Authors: Robert N Schaeffer Vera W Pfeiffer Saumik Basu Matthew Brousil Christopher Strohm S Tianna DuPont Rachel L Vannette David W Crowder Source Type: research
Orchard Management and Landscape Context Mediate the Floral Microbiome of Pear
Appl Environ Microbiol. 2021 May 21:AEM.00048-21. doi: 10.1128/AEM.00048-21. Online ahead of print.ABSTRACTCrop-associated microbiota are key factors affecting host health and productivity. Most crops are grown within heterogeneous landscapes, and interactions between management practices and landscape context often affect plant and animal biodiversity in agroecosystems. However, whether these same factors typically affect crop-associated microbiota is less clear. Here, we assessed whether orchard management strategies and landscape context affected bacterial and fungal communities in pear (Pyrus communis) flowers. We foun...
Source: Applied and Environmental Microbiology - May 22, 2021 Category: Microbiology Authors: Robert N Schaeffer Vera W Pfeiffer Saumik Basu Matthew Brousil Christopher Strohm S Tianna DuPont Rachel L Vannette David W Crowder Source Type: research
