[HTML][HTML] Deep learning-based plant classification and crop disease classification by thermal camera

G Batchuluun, SH Nam, KR Park - … of King Saud University-Computer and …, 2022 - Elsevier
Studies regarding image classification based on plant and crop disease images that were
acquired using a visible light camera have been conducted in the past, whereas those …

[HTML][HTML] Accurate segmentation of green fruit based on optimized mask RCNN application in complex orchard

W Jia, J Wei, Q Zhang, N Pan, Y Niu, X Yin… - Frontiers in Plant …, 2022 - frontiersin.org
Fruit and vegetable picking robots are affected by the complex orchard environment,
resulting in poor recognition and segmentation of target fruits by the vision system. The …

[HTML][HTML] Deep learning-based plant classification using nonaligned thermal and visible light images

G Batchuluun, SH Nam, KR Park - Mathematics, 2022 - mdpi.com
There have been various studies conducted on plant images. Machine learning algorithms
are usually used in visible light image-based studies, whereas, in thermal image-based …

Deep learning mango fruit recognition based on TensorFlow lite.

MR Mustaffa, AA Idris, LN Abdullah… - … of Advances in …, 2023 - search.ebscohost.com
Agricultural images such as fruits and vegetables have previously been recognized and
classified using image analysis and computer vision techniques. Mangoes are currently …

Fruit Classification with Deep Transfer Learning using Image Processing

S Sukkasem, W Jitsakul… - 2023 7th International …, 2023 - ieeexplore.ieee.org
This research aims to assess the effectiveness of fruit classification through a combination of
transfer learning and image processing techniques. A dataset comprising 216 diverse fruit …

[PDF][PDF] SORTING OF FRESH FRUITS USING TRANSFER LEARNING

VP Singh, SN Talbar, DM Bongulwar - academia.edu
In the farming business, inspecting the quality of the fruit is a crucial responsibility. The study
offers a thorough examination of several fruit images using deep learning for freshness …

Transfer Learning Based Automated Crop Analysis

S Kumar, C Dhiman - … on Machine Learning, Big Data, Cloud …, 2022 - ieeexplore.ieee.org
In our research paper, the technique of transfer learning has been applied to the
classification of fruits, crops and vegetables. Every year the quality of large amount of crops …