A Comprehensive Survey of Machine Learning Techniques and …
This comprehensive survey presents an in-depth analysis of the evolution and significant advancements in object detection, emphasizing the critical role of machine learning (ML) and …
Deep learning for object recognition: A comprehensive review of …
This work seeks to address these challenges by investigating the effectiveness of deep learning (DL) methods in object detection tasks. Leveraging DL allows for the direct learning of feature …
A comprehensive review of object detection with traditional and …
Seemanthini K et al. [3] propose a novel approach to human object detection based on cluster segmentation where each frame undergoes cluster segmentation, followed by feature …
Deep Learning and Machine Learning -- Object Detection and …
Oct 21, 2024 · By bridging the gap between traditional methods and modern deep learning frameworks, valuable insights are offered for researchers, data scientists, and engineers …
What is Object Detection? - IBM
Jan 3, 2024 · Object detection is a computer vision task that aims to locate objects in digital images.
A Review of Machine Learning and Deep Learning for Object Detection ...
Notably, image classification, object detection, and image segmentation are crucial tasks requiring robust mathematical foundations. Despite the advancements, challenges persist, such as …
Object Detection Using Deep Learning, CNNs and Vision …
Significant advances in object detection have been achieved through improved object representation and the use of deep neural network models. This paper examines more closely …
What Is Object Detection In Machine Learning - Robots.net
Nov 17, 2023 · Object detection refers to the process of identifying and localizing objects within an image or video. Unlike image classification, which focuses on identifying a single object within …
A novel hybrid deep learning approach for super-resolution and objects …
3 days ago · Su, H. et al. Object detection and instance segmentation in remote sensing imagery based on precise mask R-CNN, in IGARSS 2019–2019 IEEE International Geoscience and …
Machine learning for object detection - ScienceDirect
Jan 1, 2020 · In recent years, several deep learning-based object detection methods have shown excellent results, including higher precision and higher recall. 1 They exceed most traditional …