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Top News In Object Detection Today - Breaking & Trending Today

"Triple critical feature capture network: A triple critical feature cap" by Zhoufeng Liu, Kaihua Wang et al.

Weakly supervised object detection (WSOD) is becoming increasingly important for computer vision tasks, as it alleviates the burden of manual annotation. Most WSOD techniques rely on multiple instance learning (MIL), which tends to localise the discriminative parts of salient objects instead of the whole object. In addition, network training is often supervised using simple image-level annotations, without including object quantities or location information. However, this can lead to ambiguous differentiation of object instances, both in terms of location and semantics. To address these issues, propose an end-to-end triple critical feature capture network (TCFCNet) for WSOD is proposed. Specifically, a multi-task branch, which can perform fully supervised classification and regression task, was integrated with a PCL in an end-to-end network for refining object locations in an online method. A cyclic parametric dropblock module (CPDM) was then designed to help the detector focus on the ....

Computer Vision , Image Processing , Object Detection ,

Boston Dynamics Announces New Features, Hardware for Spot

The Spot Arm can now open doors autonomously. ....

United States , Boston Dynamics , User Improvements , Visual System , Floor Enhancements , Object Detection , Spot Arm ,

Automatic Number Plate Recognition (ANPR) System Market Zooms Towards Billion-Dollar Valuation: Estimated to Reach USD 6.22 Billion by 2030: Verified Market Research®

The "Global Automatic Number Plate Recognition (ANPR) System Market Size By Type (Mobile ANPR Systems, Portable ANPR Systems), By Component (ANPR Cameras, ANPR. ....

United States , Asia Pacific , Tattile Srl , Robert Bosch Gmb , Edwyne Fernandes , Aerospace Defense , Automatic Number Plate Recognition Companies , Kapsch Group , Product Development , Arh Inc , It Telecom , Energy Power , Minerals Metals , Selex Es Inc , Software Systems , Semiconductors Electronics , Axis Communications , Information Communication Technology , Global Research , Genetec Inc , Market Research , Recognition Systems Ltd , Software Services , Systems Market By Product Software , Automatic Number Plate Recognition , System Market Size By Type ,

Mean Average Precision (mAP): Definitions & Misconceptions

We explain, define, and demystify common object detection metrics, including mean average precision (mAP) and mean average recall (mAR). ....

Jose Gabriel Islas Montero , Dmitry Kazhdan , Union Io , Mean Average Precision , Common Definition , Tenyks Series , Object Detection , True Positive , False Positive , Key Takeaway , Average Recall , Ghost Predictions , Multiclass Confusion Matrix ,

Home Sweet Smart Home: The Perks of Arlo's Subscription Plans

Smart security company Arlo cleared a milestone of more than 2 million total paid subscribers, which speaks to its dedication to secure and private user experiences. ....

Greg Tavarez , Matt Mcrae , Arlo Smartcloud , Professional Monitoring , Arlo Secure , Arlo Safe , Object Detection , Interactive Notifications , Activity Zones , Cloud Based Video Recording , Emergency Response , Secure Pro , Security Systems , Help Center , Safety Response , Family Safety ,