IMOU Wins First Places in KITTI Reviews for 2D Object Detection (pedestrian) and Multi-Object Tracking (pedestrian and car) – LeLézard.com

IMOU Wins First Places in KITTI Reviews for 2D Object Detection (pedestrian) and Multi-Object Tracking (pedestrian and car) – LeLézard.com

class in: Science and technology, transportation
Subjects : Awards and Rewards, New Products and Services, MRR

HANGZHOU, China, Jan. 18, 2023 /PRNewswire/ — As the core algorithms of artificial intelligence, visual object detection and tracking is widely used in home surveillance scenarios. Recently, IMOU, the Chinese home automation brand, won the top spots in KITTI evaluations for 2D object detection (socket) and multi-object tracking (socket and car). It achieves 57.15% High Order Tracking (HOTA) accuracy for pedestrian multi-object tracking, 82.08% (HOTA) for auto multi-object tracking, and 82.77% (moderate) for 2D pedestrian object detection.

Pedestrain multi-object tracking list
Car multi-object tracking list
2D object detection list of pedestrians

Generic object detection and tracking are fundamental and difficult tasks in computer vision. For 2D object detection, IMOU provides an algorithm framework for structural reparameterization and multimodal fusion, enabling significant performance gains in occlusion and small objects. This framework has been fully applied to IMOU smart cameras.

For tracking multiple objects, IMOU optimizes object detection, re-identification, object correlation and other modules based on detection tracking framework to improve overall performance. In particular, the recognition ability based on the structural reconfiguration is improved. Furthermore, we achieve a significant performance gain in distortion and occlusion cases by providing a dynamic model update strategy. In addition, the graphics network is used to model target tracking timing sequences to strengthen multi-function fusion and improve multi-object tracking stability. With the help of the proposed object tracking algorithm, IMOU cameras can continuously track targets of interest and record the trajectory of movement. If abnormal behavior is detected, our users will receive an alert.

Take Cruiser 2, an AI outdoor camera from IMOU. Local AI algorithms are equipped with powerful AI chips for efficient data analysis and operation. Newly updated AI capabilities can accurately detect pedestrians and vehicles, continuously track points of interest, and record the path of movement. In addition, the monitored area can also be intelligently divided on the APP, increasing the flexibility of intelligent monitoring.

The KITTI Object Recognition Benchmark is currently one of the largest data sets for evaluating computer vision. It was founded jointly by the Karlsruhe Institute of Technology in Germany and the Toyota Research Institute in the United States. KITTI is used to assess stereo vision, optical flow, scene flow, visual odometer, object detection, target tracking, route detection, and semantic and instance segmentation. As a complete home automation solution provider, IMOU has been working in the field of AI for years and keeps making groundbreaking discoveries. On the one hand, our AI technology is constantly improving household products in terms of high intelligence and humanity. On the other hand, we are trying to change the situation where household products are isolated from each other. In the future, more and more IMOU products will be connected, which will make it easier to build a complete home automation ecosystem, and create a simpler, smarter and safer life for every user.

Photo – https://www.spamchronicles.com/wp-content/uploads/2023/01/IMOU-Wins-First-Places-in-KITTI-Reviews-for-2D-Object.jpg
Photo – https://www.spamchronicles.com/wp-content/uploads/2023/01/1674026798_803_IMOU-Wins-First-Places-in-KITTI-Reviews-for-2D-Object.jpg
Photo – https://www.spamchronicles.com/wp-content/uploads/2023/01/1674026800_614_IMOU-Wins-First-Places-in-KITTI-Reviews-for-2D-Object.jpg

You might also be interested in these press releases

01:36

As the fundamental artificial intelligence algorithms, visual object detection and tracking have been widely used in home surveillance scenarios. Recently, IMOU, the Chinese home automation brand, won the…

January 17, 2023

Wisk Aero, a leader in Advanced Air Mobility (AAM) and developer of the first all-electric, self-propelled four-seat air taxi in the United States, today announced that Gary Gysin, Chief Executive Officer and Board Member.

January 17, 2023

Whether it’s mining, manufacturing or charging, Canada’s businesses and workers are attracting unprecedented investment in the electric vehicle supply chain. When vehicles…

January 17, 2023

5 p.m. – The Minister for Transport and Sustainable Mobility informs road users about the most important obstacles in the metropolitan area’s overhead contact line network for tonight and next. Exceptionally, these works may…

January 17, 2023

On January 31st, Le Sud-Ouest launches a major participatory approach to mobility in its neighborhoods during a participatory virtual information workshop. Citizens are invited to participate in major…

January 17, 2023

The Association of Road Builders and Major Works of Qubec (ACRGTQ) invites media representatives to attend the breakfasts and lunches organized as part of the 79th…

Press release sent on January 18, 2023 01:36 and distributed by:
newswire