Search results for deep learning

Biotechnology Jan 17, 2024

A deep learning–based method for high-precision stomata detection and conductance analysis

Stomata are vital for regulating water and carbon dioxide in plants, affecting photosynthesis. Traditional stomata analysis was manual and error-prone, but deep learning (DL) methods, such as DCNN, have been introduced for ...

Molecular & Computational biology Jan 17, 2024

WheatNet: Precision farming with advanced spike detection across maturity stages

In the quest for precision farming, accurately detecting wheat spikes through phenotyping is critical, with deep learning models emerging as a promising tool.

Social Sciences Jan 11, 2024

Why AI software 'softening' accents is problematic

"Why isn't it a beautiful thing?" a puzzled Sharath Keshava Narayana asked of his AI device masking accents.

Quantum Physics Jan 9, 2024

New study uses machine learning to bridge the reality gap in quantum devices

A study led by the University of Oxford has used the power of machine learning to overcome a key challenge affecting quantum devices. For the first time, the findings reveal a way to close the "reality gap": the difference ...

Molecular & Computational biology Jan 9, 2024

Study reveals genetic legacy of racial and gender hierarchies

Researchers from Queen Mary University of London have revealed how sociocultural factors, in addition to geography, play a significant role in shaping the genetic diversity of modern societies. The research published in eLife ...

Ecology Jan 9, 2024

AI depicts 3D social interactions between animals

Accurate quantification of multi-animal behavior plays a pivotal role in unraveling the intricacies of animal social interactions with far-reaching applications in neuroscience and ecology.

Optics & Photonics Jan 3, 2024

The use of deep learning for phase recovery

Light, as an electromagnetic field, has two essential components: amplitude and phase. However, optical detectors, usually relying on photon-to-electron conversion (such as charge-coupled device sensors and the human eye), ...

Cell & Microbiology Jan 2, 2024

A new deep-learning-based analysis toolkit for spatial transcriptomics

Biology and medical researchers use spatial transcriptomics (ST) technologies to detect transcription levels in cells, predict cell types and build a tissue's three-dimensional (3D) structure. However, this analysis can be ...

Cell & Microbiology Dec 29, 2023

Enhancing model performance and data efficiency through standardization and centralization

Recent advancements in agricultural computer vision have heavily relied on deep learning models, which, despite their success in general tasks, often lack agricultural-specific fine-tuning. This results in increased training ...

Agriculture Dec 29, 2023

Revolutionizing grape cultivation: AS-SwinT and the future of automated berry thinning

Berry thinning is crucial for cultivating high-quality table grapes, traditionally carried out by skilled laborers who are becoming scarce due to an aging population. To address the labor-intensive and time-consuming process, ...

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