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Hyperparameter-tuned batch-updated stochastic gradient descent: Plant species identification by using hybrid deep learning
The accurate identification of plant species is crucial for the conservation of biodiversity.
However, traditional methods for identifying plant species are often complicated, time …
However, traditional methods for identifying plant species are often complicated, time …
A deep learning-based recognition technique for plant leaf classification
PS Kanda, K **a, OH Sanusi - IEEE Access, 2021 - ieeexplore.ieee.org
In the practice of plant classification, the design of hand-crafted features is more dependent
on the ability of computer vision experts to encode morphological characters that are …
on the ability of computer vision experts to encode morphological characters that are …
[HTML][HTML] Research on plant leaf recognition method based on multi-feature fusion in different partition blocks
Z Lv, Z Zhang - Digital Signal Processing, 2023 - Elsevier
As an indispensable organism in nature, plants play an essential role in the ecological
equilibrium. Ecological plant protection is also receiving increasing attention. In today's …
equilibrium. Ecological plant protection is also receiving increasing attention. In today's …
Performance analysis of real-time plant species recognition using bilateral network combined with machine learning classifier
A real-time plant species recognition under an unconstrained environment is a challenging
and time-consuming process. The recognition model should cope up with the computer …
and time-consuming process. The recognition model should cope up with the computer …
Leaf Bagging: A novel meta heuristic optimization based framework for leaf identification
Automated plant recognition based on leaf images is a challenging task among the
researchers from several fields. This task requires distinguishing features derived from leaf …
researchers from several fields. This task requires distinguishing features derived from leaf …
Piper plant classification using deep cnn feature extraction and hyperparameter tuned random forest classification
A Pravin, C Deepa - Transdisciplinary Journal of Engineering & …, 2022 - atlas-tjes.org
The plant has numerous uses in medicine, food, and industry and plays a major role in
environmental protection. Hence it is crucial to identify and classify the specific plant …
environmental protection. Hence it is crucial to identify and classify the specific plant …
Lightweight CNN-based image recognition with ecological IoT framework for Management of Marine Fishes
L Jia, X **e, J Yang, F Li, Y Zhou, X Fan… - Journal of Circuits …, 2023 - World Scientific
With the development of emerging information technology, the traditional management
methods of marine fishes are slowly replaced by new methods due to high cost, time …
methods of marine fishes are slowly replaced by new methods due to high cost, time …
Deep feature extraction and weight updated tuned random forest for piper plant species recognition
A Pravin, C Deepa - Advances in Systems Science and Applications, 2023 - ijassa.ipu.ru
Recently, identifying plant species has become a significant research area as it is vital for
securing biodiversity. Plants also possess various medicinal applications. Hence, predicting …
securing biodiversity. Plants also possess various medicinal applications. Hence, predicting …
[PDF][PDF] Algorithmic development and design
MS Fiza - Feature Extraction and Gesture Recognition, 2023 - researchgate.net
Figure 1 shows the block diagram of the suggested remedy. The target image is first split
and freed from attention and other unneeded artefacts. By comparing the regions of all red …
and freed from attention and other unneeded artefacts. By comparing the regions of all red …
Ensemble Soft-Voting Model for Classification Optimization of Medicinal Plants Leaves
Growing public awareness of the value of going “back to nature''encourages the use of
natural substances in pharmaceuticals. Chemical medications are thought to pose a great …
natural substances in pharmaceuticals. Chemical medications are thought to pose a great …