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You can download Argoverse-1.1 full dataset and annotation from HERE and unzip it. The folder structure should be organized as follows before our processing.
2022/07/21 · In this paper, we explore the performance of real time models on this metric and endow the models with the capacity of predicting the future, ...
We build a simple and effective frame-work for streaming perception. It equips a novel Dual-Flow Perception module (DFP), which includes dynamic and static ...
2つの重要な設計を提案．①モデルアーキテクチャとして，前のフレームと現在のフレームからの特徴マップを融合するDual-Flow Perceptionモジュールを提案，②フレーム内の各 ...
Our work is based on the recent real-time detector YOLOX [13] which achieves strong performance among real-time detectors. Video object detection. Streaming ...
Specifically, we build a simple framework with two effective modules. One is a Dual Flow Perception module (DFP). It consists of dynamic flow and static flow in ...
Yang et al [15] developed a real-time detector based on YOLOX [16] for detecting objects in traffic videos. While these models have achieved good detection ...
This paper builds a simple and effective frame-work for streaming perception that achieves competitive performance on Argoverse-HD dataset and improves the ...
期間: 5:01
投稿: 2022/07/04
投稿: 2022/07/04
基于StreamYOLO的实时通用检测模型，支持8类交通目标检测。StreamYOLO基于YOLOX模型，使用Dual-Flow Perception特征融合模块，learns 特征层面的时序关系，提高环境感知预测的 ...