STag - A Stable, Occlusion-Resistant Fiducial Marker System
Project description
Python Wrapper for STag - A Stable, Occlusion-Resistant Fiducial Marker System
📊 Comparison Between Different Marker Systems:
📖 Usage
Installation
pip install stag-python
Example
Note: in this example cv2 is used for loading the image. To use cv2, you need to install opencv-python: pip install opencv-python
import stag
import cv2
# specify marker type
libraryHD = 21
# load image
image = cv2.imread("example.jpg")
# detect markers
(corners, ids, rejected_corners) = stag.detectMarkers(image, libraryHD)
For a more comprehensive example refer to example.py
🏷 Markers
- Markers can be downloaded here: Drive
- Reference code for Marker Generator: ref/marker_generator
🛠 Configuration
Following parameters can be specified:
-
libraryHD
:-
Sets the "family" or "type" of used STag markers
- Each library has a different amount of markers
- Only the markers of the chosen library will be detected
-
The following HD libraries are possible:
HD 11 13 15 17 19 21 23 Library Size 22,309 2,884 766 157 38 12 6 -
Specifies the used Hamming Distance, for further information refer to the original paper
-
-
errorCorrection
:- Sets the amount of error correction
- Has to be in range
0 <= errorCorrection <= (libraryHD-1)/2
- For further information refer to the original paper
📋 Build From Source
-
Install Prerequisites
- On Linux:
apt install cmake
OpenCV 4 for C++
- On Linux:
apt install libopencv-dev
NumPy:
pip install numpy
- On Linux: if during step 2 the error
"numpy/ndarrayobject.h: No such file or directory"
occurs, try one of following solutions:- Run
apt install python-numpy
or - Search for "ndarrayobject.h" (
find / -name ndarrayobject.h
) and create a symlink from its parent directory to "/usr/include/numpy" (e.g.ln -s /usr/local/lib/python3.8/dist-packages/numpy/core/include/numpy /usr/include/numpy
)
- Run
- On Linux:
-
Clone this repository recursively:
git clone --recursive https://github.com/ManfredStoiber/stag-python
-
Build the project
In the project directory, run the following command:
pip install .
-
Run the example
cd example
python example.py
📰 Originally Published in the Following Paper:
Project details
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Source Distribution
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MD5 | 2200df150cd6d765430892f92760f7fb |
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BLAKE2b-256 | 9c00c6a5299284abbc867a639067e27a1427bf082d6a356e998a1c3ddfc67e6e |
Hashes for stag_python-1.0.1-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c47f8f819061628ccad51aab9097314145cfac1da34fa7725643247a79741aa1 |
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MD5 | 38d6f19097c4f63edf2fe43b448bd875 |
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BLAKE2b-256 | feb5e055fb91f40026cc8d995060f697c5d0383805877829bad3a3e7f381d6be |
Hashes for stag_python-1.0.1-cp310-cp310-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f62aa90e2cf005c80e79edca1fbe89266c6a9f016968403c08e10ec7c71eb714 |
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MD5 | d4d84fa91a279db6d569b0cf2e8c94f8 |
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BLAKE2b-256 | 0d98239e16d2cb5249fc6ffeedca27cc996edcca86da2f6cdb5ee69298bcbf84 |
Hashes for stag_python-1.0.1-cp310-cp310-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ed5b4539b1efceb17faa4de555e9d6ffb113904cc67855ecce947d171273807c |
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MD5 | cc87ae06aed961e268b1965447e4669d |
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BLAKE2b-256 | 5f1cece2b490eb1960e904ce6ddce6e6b447b42a97b024922d5e294bd3c5ba6a |
Hashes for stag_python-1.0.1-cp310-cp310-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | bc89c564857c354c5c06071582cc6e888f071e07d2b9491294b8d60bb8ca7a7d |
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MD5 | c9578fb66acb75de8327c742d6a41a4e |
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BLAKE2b-256 | c103545a5e4ccf2243137ad83d9afbc0be946c1f9546c81825d8c23a02260890 |
Hashes for stag_python-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 81757cf699899872d2fe2109c00e399d26907974eef8f416db3c6bc7f0e4bf11 |
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MD5 | 12c8c93ca51a7abb35b20fc10791cf6b |
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BLAKE2b-256 | dba9a4c4e9d5a937bb22b540bc6ee257e32378b345e667f583b178639b5f2b71 |
Hashes for stag_python-1.0.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 0c263092f078b197fbc7c5aee343fdedfd44cfd2b7297efd4a48489442425f8f |
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MD5 | 612dc1d440776efbed67b5ca7b3026cc |
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BLAKE2b-256 | 35d3c38d54b9f14534a32126c950076f488a54f0814a5f95ca5ea7291c55a573 |
Hashes for stag_python-1.0.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f047a28525393a82c9daa043fdc6bb53bf0d75d9ed9de95735081fa8d68f2245 |
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MD5 | 8fc4240715e7cb0b04daf6c0e72485ed |
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BLAKE2b-256 | 386d9f4f5c0847e90983faebeb787daa444b26d356a094e2c5e8e8571d23e28e |
Hashes for stag_python-1.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6cb89a3d35ec82c5092e16910b3c976704e71ebb24e451c89b19cd0991657cef |
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MD5 | 20ce4b9963b866880b5c7a9630ea4970 |
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BLAKE2b-256 | df76f66c83074bdc50f3e1c2b9b74d983cf2f20b621c5b5db746014767a73f72 |
Hashes for stag_python-1.0.1-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 38fe0da4a7594211db45c4f1bc67f7200e24a3919ff4cade822d8161e6cb30ac |
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MD5 | 9a27aa77c69a36f775aa4ecb1c79edfd |
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BLAKE2b-256 | 6df1985b8ac91a239f672e7b921515fc6c0da110d0cd736c21951c76a4c8f282 |
Hashes for stag_python-1.0.1-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3d4953d8b0b7fd61e7472e1d772b60cbbb579485183d8276edd8fdf371c716c8 |
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MD5 | 2a12db002f8229b7cece03119d805159 |
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BLAKE2b-256 | 8698e673c7588048f32b5c60ea66df2d0e161ff8c07f1eb09decd95f562b1905 |
Hashes for stag_python-1.0.1-cp39-cp39-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a5d5f7722890bd668c4f399c161b61dc81603bb87c7c5212113299df255f338a |
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MD5 | 9d7cf0e4c39caae0313e9b61e61e4b5e |
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BLAKE2b-256 | 02f31a43797e08ed32a0819aba6ae88de28bfbd5ff249b4fcf7af97d335adadd |
Hashes for stag_python-1.0.1-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 51c3eff41d1637a0d49dd01a0d810c9cd35075eed71f5d41b43b667a95eae4e6 |
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MD5 | 8014b1d16605cfe77b277ca4a73e41ff |
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BLAKE2b-256 | 8c4e520c08748c961d0a2e5e86ae78f363505daf8e731222c330911b7abf24a7 |
Hashes for stag_python-1.0.1-cp39-cp39-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 92dde5ea31f3956a58a44f97c5aa6d9bfa7ddfb9d25845dfd8677e75425d2acf |
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MD5 | 2694376c2357e1c96c326d386108ce21 |
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BLAKE2b-256 | 090b29abdaef9a8a6d6fd57404d572e01e7a430ff78ac222902d6a0eebaf3cb6 |
Hashes for stag_python-1.0.1-cp39-cp39-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4d41fa375b0e6034c90cd457880ca3c5e5efe301ddd44cc0d1c66544c84407ac |
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MD5 | 49f6a3218e8949b3e820a50dd1884e58 |
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BLAKE2b-256 | cd0e3aa74ffc6cdce43137754be92b12504feb5a72051b415f6a7e609395c855 |
Hashes for stag_python-1.0.1-cp39-cp39-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 482216b2fe4c785f213e8e095cd74d5de40980105b88e25eef10f3c9ed4133d3 |
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MD5 | f78a8bd616b24954511b19019c677aae |
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BLAKE2b-256 | c86f29ea77d21c0b399e94fa3e7e72515fb75c9700a2c2aa9cbe906301a5eb77 |
Hashes for stag_python-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f85b1aade07e1fe76679833d2a65765aa200e4885d1e2ac90eb6114a7bb72b2f |
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MD5 | 3105d4ec559acf669f0eb3b2fd1159dc |
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BLAKE2b-256 | e308ac7d1fbaddbd772d4b142bcef6d1c4af50eb71d39170069c033aa745819b |
Hashes for stag_python-1.0.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 372bf922013171e7345a2df4988807e0c7da7143023f7c3e061cf9edc540ecde |
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MD5 | 8dc3018609ae912db9b1e0aa268960be |
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BLAKE2b-256 | 98c33825a1c649741c8c75db44e5aada484119a7bfb494d4fe74d8713da591f7 |
Hashes for stag_python-1.0.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c41e6fb4c9f0b4c7484bf8bf2e153a8341add71404ad422c7b74742240250ef7 |
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MD5 | c8ba9226d81e6446aa1327c6ae395a87 |
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BLAKE2b-256 | aca3b17068b697f4849419fcfe9886ac89895ab16bd6ac09d8030502bbdb0d2e |
Hashes for stag_python-1.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 616d5d81f7e7db907739b23618d8eaa6c4f9301d8f12f5bebb81ecd80be76147 |
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MD5 | be999723cfa00ba404c6e9b1393f97f2 |
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BLAKE2b-256 | 303b5a8e919414ce1530a9a44e5f754accba0f1a2b7740e02afd98e74e113f2f |
Hashes for stag_python-1.0.1-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c2bf58ff4ca9101aebd350e282ad282429b280106e9d487fa6cae1ba78609e46 |
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MD5 | 2539f33f0ad9b8373d0fddea2c64bd86 |
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BLAKE2b-256 | 889e58bea156deb39e450103e67be1c8ace5622b3567db0a748da708c91bb62a |
Hashes for stag_python-1.0.1-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4e70122122a7e53d84978dd0f387dc7309bb61fab19224c755a6031dfc8a9edf |
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MD5 | a24960e0d89852d30135edb05fab389e |
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BLAKE2b-256 | a4ec551237f171e1f2cdd492db7110b3970dae9f2ecfd832fb515bf89f4bdc19 |
Hashes for stag_python-1.0.1-cp38-cp38-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c3ecdae5fb2f59e878f0dfb33c0d8fc704ae784346e17c87cf66edc4aa474f7b |
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MD5 | a10515999106e4152f7eabd6a45dc36d |
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BLAKE2b-256 | 3b2bcc9b04ae82e8a5a5ae8f7e9db53d0f4e55ae104ba86130603f5010e9325b |
Hashes for stag_python-1.0.1-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 97d4d615988f4884b4b2cb359bc56101aa487fc3565a59f019fdf04aec253c32 |
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MD5 | e4b08923e3ebe1a7abb3f35897316aa0 |
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BLAKE2b-256 | edaae3c652dca6adb0fdbf043c0af0e672ea5d521a3d87d95a9ae4812e23ff13 |
Hashes for stag_python-1.0.1-cp38-cp38-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 877e1d73e9f341207cf963548d738cb3748cf4afcb85ab688a50ac03c385842c |
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MD5 | 4c4d86e2540ff01f2424b898ce440ff3 |
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BLAKE2b-256 | 8c03d31310db3f71636e75af6307045201055eaf07e390fb985513ff9d0e55da |
Hashes for stag_python-1.0.1-cp38-cp38-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 097c72e19e131b65fcff3fbaf17c42d39c537e159147db22163efce3d9f2848e |
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MD5 | 4bcb427fb262cee0d268952f29dada9f |
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BLAKE2b-256 | 6725ec7b2428e35ffc49526f4b7b82f853fe94e91277cddae9947c15ff32b66b |
Hashes for stag_python-1.0.1-cp38-cp38-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2053148efb23bc6bd607f93d7ce947f86517b704a27b6e118bbd2c604151d555 |
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MD5 | 2dc6f2f87207762185cca77703bc7ec5 |
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BLAKE2b-256 | a354abc0857a372f3eaf10fbe6f65afcf64d5ec1a97e13c6d0b36301cf091520 |
Hashes for stag_python-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 301146f29c76e7396a75b0ff6b378ac224262a398f38f37f6f6c13c9d70d3f48 |
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MD5 | bdefa991c8a523b5cdf8855039ab3eb0 |
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BLAKE2b-256 | 8cde55bb990bdcb77d387c713fcf6ca494184ac0411f53013e02de396f2b9dbd |
Hashes for stag_python-1.0.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 245997c1fdadd488162ccb5f4cf7d3d8b74c4ed863fbb33dd90daf49a0e66bda |
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MD5 | 3cdb8efc08e6b3603dde013e5d2f9555 |
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BLAKE2b-256 | e3a51ae06173775d75e090a9df91b02f547b4b28790e80a0df5025ccafc496ff |
Hashes for stag_python-1.0.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 665ff991ea0e4997330271cecfd78afe13cb8f51c3aa9b98c8f846a10a8d6226 |
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MD5 | 2b6f748ab64d3ab5157d6aac5c51765f |
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BLAKE2b-256 | 1b39ab1915389c78156b457cc2c88d731b510f77e1aa4201191c3c5b0bbbdc81 |
Hashes for stag_python-1.0.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | b5f7aeabd64782bfb19d1af9ef4aa0275d64cf67eb0b53270a4c683247e415ca |
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MD5 | 92f1d4ad9db85a4fcff78a89a4d8df90 |
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BLAKE2b-256 | 9ba5125edeb227d3c45ee6c58e324d11c36e093ee4a698028dfd2419568c20c3 |
Hashes for stag_python-1.0.1-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6873a87bd4e8c42d66da604fbc0380e3c36a2012f5f9d00edb0c0ff6f88a922b |
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MD5 | 96916605c4625fa9a077ab85f35042d7 |
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BLAKE2b-256 | 4a1a170d85dc08b2a2be41663885a8215d3291386c45ec857c90e87b5934e86f |
Hashes for stag_python-1.0.1-cp37-cp37m-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2decadf10fd53d4a4e3e7c51bfb65690590343b3843b446a708106285fd2c0d3 |
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MD5 | d17f5d90d4ebc756fb98cac91ecfa6ce |
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BLAKE2b-256 | 668c748c1de13782c7840fa97915b3ead477dc6362c0623b1586ecd3b7c0dd00 |
Hashes for stag_python-1.0.1-cp37-cp37m-win32.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 14aba0105d34edcb665bdc4839bc38a67c46fff778756660b4abf0ff61b202a3 |
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MD5 | f6684b14034e457f7beac7c63be6edac |
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BLAKE2b-256 | 74f090642f66a8e75c834ccb064c4ef663581429e5b6c6a534e2e1e68657eab4 |
Hashes for stag_python-1.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c3755d5ab4fe806e9d3442433e13e0ba941ad5cd0b7e0a4b688b016b231f8e56 |
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MD5 | 1f4f7807fa7191f897be8050426be00e |
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BLAKE2b-256 | 5ee82320b8809f4e87f1cc9a29d01efc446ce2c91b24e325e956086df3b5969e |
Hashes for stag_python-1.0.1-cp37-cp37m-musllinux_1_1_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f2dd7a740bab6e34df8baab42d6db3bcb2b1766c897134f760c0906e4407fef6 |
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MD5 | 571c92cd723dba701b179ef94bbe61b0 |
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BLAKE2b-256 | f11b0d4da7cd9796577fe3cd6bec7dab97e985e60af9328b7daf41e2056b4c1c |
Hashes for stag_python-1.0.1-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 480ba6d00999fe93af5ef25b1c1492da1bcb8bdee08b09b315fba8c260ce2c1d |
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MD5 | 75a24c3182dc2c2e42235723425cf8e4 |
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BLAKE2b-256 | 999176fe2f700b91ed1088e4d43dc989ca446ee64608d2aeb7290d2e9c2e5b63 |
Hashes for stag_python-1.0.1-cp37-cp37m-musllinux_1_1_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 72367f9cc37205a56bfc6c1507b3c5409be3ab721507564971fe36770eb78cd9 |
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MD5 | 6f152022eea928041aeb14c2fa8bfddb |
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BLAKE2b-256 | 0cd274f7e44a362399fcccd3c3d2daa983dc5ff3133d506a2ddc45eba327c895 |
Hashes for stag_python-1.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ee96496fa88abb396cbb3f483190b5c2061746fd3034d2f45c76668bad852d45 |
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MD5 | 697f920fd593e45e1867854ef024eabb |
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BLAKE2b-256 | 6afb2fb094049366c22dd309e40527dfaa28afbeb781e841f5de2db5f311daa3 |
Hashes for stag_python-1.0.1-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 21de38c7767df89d038dc7ab7fac901bb5211eb3e82b51970b5733a95a8f90e2 |
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MD5 | ef7a37e59ac502c8959ee5180d7dcd47 |
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BLAKE2b-256 | 0a7efe771f79a1f08b5f8c3192e98583f302d5624573a92b01bbc9d3034883e3 |
Hashes for stag_python-1.0.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | e5f1cfa0cd71f0e22c4d091b4bbbc40a25e235a9f12efc41213f7d04857dedd6 |
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MD5 | 300be86ad9eceea52d92b831383de539 |
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BLAKE2b-256 | aa3854ea7e7c4f7af025d328204eb3e90beae348db539bea7b04c5855937bbc1 |
Hashes for stag_python-1.0.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 38c2f58d3704476523fbf821b2e5847b3df5566b5f7f58c164a5e360579e6c58 |
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MD5 | 25d81294387d86c452e674bb5ce9550a |
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BLAKE2b-256 | 65c6d970a5daa1416ff8bc5bc05b737e5a481ba3add44e2c451432f40cf733f7 |
Hashes for stag_python-1.0.1-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d9ea2fc77334398198a4afba60bafd7ae62b24815410247b4b447d3c697a9cec |
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MD5 | bc3ca8f52f9d7f74e24c688ef4a6e0c6 |
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BLAKE2b-256 | 1e20b77664f298f8352f296c2068adfe8a5e7d743162481d59637bcfcf3ad610 |