Dec 15, 2022 · In this paper, we introduce a simple yet effective proposal distribution calibration (PDC) approach to neatly enhance the localization and ...
Dec 15, 2022 · In summary, we propose a simple yet effective proposal distribution calibration (PDC) approach pursuing alleviating the critical target ...
A simple yet effective proposal distribution calibration (PDC) approach to neatly enhance the localization and classification abilities of the RoI head by ...
Code of Proposal Distribution Calibration for Few-Shot Object Detection. The code is based on mmdetection and imTED. Thanks a lot to these outstanding work.
People also ask
What is distribution calibration?
What is meant by few shot object detection?
– We propose to address the model bias problem from three levels via back- bone calibration, RPN calibration and detector calibration.
In this work, we propose Foundational FSOD, a new benchmark protocol that evaluates detectors pre-trained on any external datasets and fine-tuned on K-shots per ...
Dec 8, 2023 · Distribution calibration aims to align the target distribution to the source distribution, which has been used for solving many unbalanced ...
Missing: Proposal | Show results with:Proposal
Dec 15, 2023 · Abstract: Few-shot object detection (FSOD) aims to detect novel targets with only a few instances of the associated samples.
Jan 24, 2024 · To overcome these challenges, an effective knowledge transfer method based on distributed calibration and data augmentation is proposed.
We propose a simple but effective distribution calibration strategy for few-shot classification. With- out complex generative models, training loss and ...
Missing: Detection. | Show results with:Detection.