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ALIKED: A Lighter Keypoint and Descriptor Extraction Network via Deformable Transformation

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Hi! First, amazing work guys! It noticeable that such small networks work that good! I am trying to reproduce your result on IMW 2020 using MNN but I can't find...

![WindowsTerminal_eHWRX5IQsq](https://github.com/Shiaoming/ALIKED/assets/49386259/f86b36ee-60a6-44b0-b351-d9f23f0de8ac) I wonder what is the reason for this problem? Usually, this problem is caused by a failure to bind successfully. But since the code has been around for a...

Hello! @Shiaoming. I'm trying to train ALIKED through the training code of ALIKE. But I notice that there is another data R2D2 requested in ALIKED. Could you offer the code...

thanks for your work, and is there CPP implementation of ALIKED(similar to ALIKE-cpp))?

INFO:root:Loading 5 images loading D:\DL_matching\ALIKED-main\models\aliked-n16rot.pth C:\software\Anaconda3\envs\pytorch_gpu\lib\site-packages\torch\functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at C:\actions-runner\_work\pytorch\pytorch\builder\windows\pytorch\aten\src\ATen\native\TensorShape.cpp:2895.) return _VF.meshgrid(tensors, **kwargs) # type:...

Hello, I read your excellent paper and have a question about reliable loss in Section V.D. According to the definition (Eq.(12)), the reliability seems to be a vector. In order...

Hello ! Thanks again for this great work! I maybe noticed an inconsistency between the information in the paper and in the code. In the [Alike](https://arxiv.org/pdf/2112.02906) paper and in the...

文中说的几何不变性,在算法设计中包括了旋转、平移、缩放变换,但包括仿射、投影变换的不变性吗?

Thank you for amazing work! I want to reproduce paper and try on my custom dataset using ALIKE training script. During dataset download some of the scenes seem to be...

Excellent work, I would like to conduct further research based on this work. However, the official website for the megadepth disk dataset has been shut down, making it impossible to...