hpatches-descriptors
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hpatches
Sample code to extract descriptors from the HPatches dataset.
Extracting and saving descriptors from HPatches sequences
This repository, contains examples on how to extract descriptors from sequences of the HPatches dataset.
Descriptor files format
The HPatches evaluation protocol expects a .csv file per .png
image, with N rows and D columns, where N is the number of
patches in the sequence, and D is the descriptor dimensionality.
For example, the v_dogman\ref.png image is of size 38350x65, thus it
consists of 38350/65=590 patches. It follows that a valid descriptor
.csv file for this image, would consist of 590 rows.
Computing descriptors: templates for several programming languages
We provide examples for several languages, together with guides on how
to use template to extract the trivial (μ,σ) descriptor from
HPatches.
- c++
- python
- torch (lua)
- matlab
Please check the individual readme files for language-specific information.
Computing descriptors: published baselines [WIP]
In the folder baselines we collect several example implementations
of computing descriptors for HPatches sequences, for previously
published baseline descriptors.
hpatches