Dec 31, 2020 · In this work, we propose TransTrack, a simple but efficient scheme to solve the multiple object tracking problems.

Requirements · Linux, CUDA>=9.2, GCC>=5.4 · Python>=3.7 · PyTorch ≥ 1.5 and torchvision that matches the PyTorch installation. You can install them together at ...

Sep 8, 2024 · In this work, we propose TransTrack, a baseline for MOT with Transformer. It takes advantage of query-key mechanism and introduces a set of ...

Dec 31, 2020 · This paper proposes an end-to-end transformer-based MOT algorithm with multi-modality sensor inputs to track objects with multiple classes.

In this paper, we propose MOTRv2, a simple yet effective pipeline to bootstrap end-to-end multi-object tracking with a pretrained object detector.

In this work, we propose TransTrack, a simple but efficient scheme to solve the multiple object tracking problems. TransTrack leverages the transformer ...

Dec 31, 2020 · In this work, we propose TransTrack, a baseline for MOT with Transformer. It takes advantage of query-key mechanism and introduces a set of ...

Nov 11, 2024 · The model design is driven by a transformer based backbone instead of CNN, which is highly scalable with the input resolution. We also propose a ...

Multiple object tracking (MOT) plays an important role in intelligent video-processing tasks, which aims to detect and track all moving objects in a scene.

It is a truly end-to-end MOT framework, requiring no post-processes, such as the track NMS or IoU match- ing employed in our concurrent works, TransTrack [29], ...