Search Results for author:
Found 7 papers, 1 papers with code
A Sign Language Recognition System with Pepper, Lightweight-Transformer, and LLM
This research explores using lightweight deep neural network architectures to enable the humanoid robot Pepper to understand American Sign Language (ASL) and facilitate non-verbal human-robot interaction.
Look how they have grown: Non-destructive Leaf Detection and Size Estimation of Tomato Plants for 3D Growth Monitoring
The overall measurement system (leaf detection and size estimation algorithms combine) delivers an RMSE value of 8. 13mm and an R^2 value of 0. 899.
Seeing the Fruit for the Leaves: Towards Automated Apple Fruitlet Thinning
Following a global trend, the lack of reliable access to skilled labour is causing critical issues for the effective management of apple orchards.
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques
The total number of bounding box instances of the dataset is 162k and it is ready to use from cloud service.
Subsentence Extraction from Text Using Coverage-Based Deep Learning Language Models
Drawing inspiration from this, we propose a coverage-based sentiment and subsentence extraction system that estimates a span of input text and recursively feeds this information back to the networks.
Kiwifruit detection in challenging conditions
Alone the semantic segmentation approach achieves an F1_score of 0. 82 on the typical lighting image set, but struggles with harsh lighting with an F1_score of 0. 13.
Deep Neural Network Based Real-time Kiwi Fruit Flower Detection in an Orchard Environment
In this paper, we present a novel approach to kiwi fruit flower detection using Deep Neural Networks (DNNs) to build an accurate, fast, and robust autonomous pollination robot system.
