[2023.12.20] Recently, we have proposed a bionic drone-based single object tracking benchmark namedBioDronefor robust vision research. Now you can download the dataset from the download page via theURL.The BioDrone paper has been accepted by International Journal of Computer Vision (IJCV)!
The dataset encourages the development of generic purposed trackers by following the one-shot rule that object classes between train and test sets are zero-overlapped. Unified Training Data The fair comparison of deep trackers is ensured with the protocol that all approaches are using the same trai...
The dataset encourages the development of generic purposed trackers by following the one-shot rule that object classes between train and test sets are zero-overlapped. Unified Training Data The fair comparison of deep trackers is ensured with the protocol that all approaches are using the same trai...
The GOT-10k dataset is licensed underCC BY-NC-SA 4.0. You are free to use the dataset for research purpose. If you want to use it for commercial purpose, pleasecontact us. Results Download baseline tracking results and performance reports of 25 public entries on GOT-10kfrom the following ...
Implementation SiamRPN on PyTorch with GOT-10k dataset tracker pytorch object-tracking siamese-network got-10k siamrpn Updated Jul 2, 2019 Python arbitularov / SiamFusion Star 30 Code Issues Pull requests tracker pytorch fusion object-tracking siamfc got-10k siamrpn Updated Jul 3, 2019 Pyt...
r"""`GOT-10K <http://got-10k.aitestunion.com//>`_ Dataset. Publication: ``GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild``, L. Huang, X. Zhao and K. Huang, ArXiv 2018. Args: root_dir (string): Root directory of dataset where ``train``, ...
How to Loop Over GOT-10k Dataset? Thegot10k.datasets.GOT10kprovides an iterable and indexable interface for GOT-10k's sequences. Here is an example: fromPILimportImagefromgot10k.datasetsimportGOT10kfromgot10k.utils.vizimportshow_framedataset=GOT10k(root_dir='data/GOT-10k',subset='train')# ...
How to Loop Over GOT-10k Dataset? Issues Installation Install the toolkit usingpip(recommended): pip install --upgrade got10k Or, alternatively, clone the repository and install dependencies: git clone https://github.com/got-10k/toolkit.git ...
test/GOT-10k_Test_000012/00000001.jpg 58499 2018-11-24 17:32:54 test/GOT-10k_Test_000012/00000002.jpg 65687 2018-11-24 17:32:54 test/GOT-10k_Test_000012/00000003.jpg 85469 2018-11-24 17:32:54 test/GOT-10k_Test_000012/00000004.jpg 76230 2018-11-24 17:32:54 test/GOT-10k_Test_...
(2)GOT-10k is by far the first video trajectory dataset that uses the semantichierarchy of WordNet to guide class population. (3) For the first time, GOT-10kintroduces the one-shot protocol for tracker evaluation, where the training andtest classes are zero-overlapped. The protocol avoids ...