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Project description
Expelliarmus
A Python/C library for decoding DVS binary data formats to NumPy structured arrays.
Supported formats
- DAT (Prophesee).
- EVT2 (Prophesee).
- EVT3 (Prophesee).
Installation
You can install the library through pip
:
pip install expelliarmus
The package is tested on Windows, MacOS and Linux.
Quickstart
Given an EVT3 file called pedestrians.raw
, which can be dowloaded from here, we can decode it to an array in the following way.
import expelliarmus
arr = expelliarmus.read_evt3(fpath="./pedestrians.raw")
print(arr.shape) # Number of events encoded to the NumPy array.
(39297796,)
The array is a collection of (timestamp, x_address, y_address, polarity)
tuples.
print(arr.dtype)
[('t', '<i8'), ('x', '<i2'), ('y', '<i2'), ('p', 'u1')]
A typical sample looks like this:
print(arr[0])
(0, 707, 297, 0)
If we would like to reduce the EVT3 file size, we can use the cut_evt3
function:
n_events = expelliarmus.cut_evt3(fpath_in="./pedestrians.raw", fpath_out="./pedestrians_cut.raw", max_nevents=5000)
print(n_events) # The number of events embedded in the output file.
5000
This can be verified by reading the new file to an array.
cut_arr = expelliarmus.read_evt3(fpath="./pedestrians_cut.raw")
print(cut_arr.shape)
(5000,)
The files are consistent:
print(arr[0], cut_arr[0])
print(arr[4999], cut_arr[-1])
(0, 707, 297, 0) (0, 707, 297, 0)
(90266, 598, 260, 0) (90266, 598, 260, 0)
Quick usage instructions
The function used to decode the binary files to arrays have the following prototype:
def read_FILE_FORMAT(fpath, buff_size=4096):
...
return np_arr
The functions used to "cut" off files have the following prototype:
def cut_FILE_FORMAT(fpath_in, fpath_out, max_nevents=1000, buff_size=4096):
...
return nevents_in_output_file
More information about the arguments can be found in the source code.
Contributing
If you would like to contribute by proposing a bug-fix or a new feature, feel free to open a discussion on GitHub.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
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MD5 | 31f2034ce3c502a4786675e90b585799 |
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Hashes for expelliarmus-1.0.1-cp38-cp38-musllinux_1_1_i686.whl
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MD5 | e41de9416a88437ff43433955177b892 |
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Hashes for expelliarmus-1.0.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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MD5 | 9fca0525887dacd5d415a40e6f13430b |
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Algorithm | Hash digest | |
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SHA256 | 6fb762bff0604efb00a1f66238fcb4fc2deefccfda0882500a96a4f20abba084 |
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MD5 | 99017c539cf11d2cc502115cc3167073 |
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BLAKE2b-256 | d7202b957fada7360b4d9b10bf7f5b54f21ca4e774a2d5f63326778fbd43e547 |
Hashes for expelliarmus-1.0.1-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9619953b79c71a8fd2c49fd2c42dae9063f67c5d0810d0243c9aec21d4ba2856 |
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MD5 | c7b19fae282f5520b760ef52f325a6cf |
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BLAKE2b-256 | aa322aed006c58f22c32a18d0b7ffa1729a8c6c9b765a8097bce36f69fb6943e |
Hashes for expelliarmus-1.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d086a50455506d239cc91e4cac176c56148f056833d4c9f1ad138ad23265f528 |
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MD5 | 685f0b5b9997eb829e89a61a4da8a67f |
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BLAKE2b-256 | 055ca5af9da1711eb126b3bbcc3103638120244dd97f05346411eb01fcc2275d |
Hashes for expelliarmus-1.0.1-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d2aa732b962cfa9122c1adaf2459eb9c7079eac383903aca8fef690ca74dc42b |
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MD5 | f2d34f116ede83fe47f3f2f8104e9ca8 |
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BLAKE2b-256 | df75ebf446752cff84c9d3eca24759539ef6f04f966ec484a81f26ef88031d4f |
Hashes for expelliarmus-1.0.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 87665669194e341b55c29746117b12cfa4b8a7dbc48523ca339631297cfd97f9 |
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MD5 | 73a7701236fb732d3c207bddd949d548 |
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BLAKE2b-256 | e190d1818d062f73637b618e2b07b06fafa297454ef9445dda5400e5ff0e00f0 |
Hashes for expelliarmus-1.0.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | eae45198bf625f2355ea61b7305810998e92da360e182a7b51b91e5a733b7c10 |
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MD5 | f917a1cc52a7a9ced4076d7894aae482 |
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BLAKE2b-256 | aae07e3436725255010bdc5301bdd2c22f8b22589aae6753b0970fb74f993962 |
Hashes for expelliarmus-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 685fccc42689e804d84c71d6d3f195718a6a1089892ba837e35cf24f03938cb6 |
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MD5 | b3763f6438f6789dfe430494cf3c774d |
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BLAKE2b-256 | 13647d547e8a389f2d3348f5052293e153d5ae4ec7d8bd20436e1390dcf0ed54 |
Hashes for expelliarmus-1.0.1-cp36-cp36m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 027face6e3d5e02e1b29d1556f87c4bd50cebdb3fc959516d2342d9d7f4f1522 |
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MD5 | 5167a957d917c8a358db0837425b1aea |
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BLAKE2b-256 | 1509055c392311b115183e31a2d2906d46381ff7d338eb32dc1c79a5d8318258 |
Hashes for expelliarmus-1.0.1-cp36-cp36m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 9464b9c4e151406a7a41f83b0a80ab221dc1a2580d901eb1e110761fe42fc8f7 |
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MD5 | 8070370074b680eec835cff98539fcf2 |
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BLAKE2b-256 | e1c861eeaee87500807eeeea1b1cc7c78c3617b47ca041df12bdd37dd1a30cd2 |
Hashes for expelliarmus-1.0.1-cp36-cp36m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 95e1d8ba2e186085f9acf8c64310071bde5fcb0034b519d4b23bff9721a6ba7e |
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MD5 | 4d94fa7908301674c28e98a5668955b4 |
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BLAKE2b-256 | ac4554d744b3543328e59aa644188c4bf06507de5bddc009333a56b47cb6ca16 |
Hashes for expelliarmus-1.0.1-cp36-cp36m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6a06e4e32c400e07c5061364d4574a75f9164015ca5702def3b353bca833db5a |
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MD5 | 34f86c991542792e655a2302d19238d6 |
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BLAKE2b-256 | cfac728f1f250fc6bfaf982b0c5327a9c3852f85c9a646f318bd96e25ab63acd |
Hashes for expelliarmus-1.0.1-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1d4ae046160ef84fc56c8469044cf6963b7e138c584f03f36e114306ca0d4401 |
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MD5 | daf488d566ae6763f5546a8e3f1bf3b1 |
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BLAKE2b-256 | 53b1de9167e0a897db4a00c08371f8db1d3a351bd3e37422d5d6164be197f101 |
Hashes for expelliarmus-1.0.1-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 68f4a61a1d53dd24f587bdb45654cdae2b8898f98bc23bf8a4e5fa5aea2eec94 |
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MD5 | 07c65c96f59464b4d8f7e928d5ad5875 |
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BLAKE2b-256 | 3ea3f09728baa9e90554d28c94a2fa351abc6186ac38788760bab1f21d3151f3 |
Hashes for expelliarmus-1.0.1-cp36-cp36m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4fec873f31a6708d323632f66fc99b97e81cdf9f3d988c191302bbe17b33ac69 |
|
MD5 | 61fd93c374024385fe7e68febd87f9fb |
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BLAKE2b-256 | 3d186ebcb06a20efe7202d4e5861f1cfcafd34f93791438a76e2fc1ee6467c0c |