# RGB search with numba.cuda - 10 x faster than numpy
### pip install locate-pixelcolor-numbacuda
```python
from locate_pixelcolor_numbacuda import search_colors
from a_cv_imwrite_imread_plus import open_image_in_cv
import numpy as np
colors=[(66, 71, 69),(62, 67, 65),(144, 155, 153),(52, 57, 55),(127, 138, 136),(53, 58, 56),(51, 56, 54),(32, 27, 18),(24, 17, 8),]
```
#### image'https://www.pexels.com/pt-br/foto/foto-da-raposa-sentada-no-chao-2295744/'
```python
picnp = open_image_in_cv('pexels-alex-andrews-2295744.jpg',channels_in_output=3)
coords=search_colors(pic=picnp,colors=colors,threadsperblock=(18, 18,3),dtypetouse = np.int32)
print(coords)
%timeit search_colors(pic=picnp,colors=colors,threadsperblock=(18, 18,3),dtypetouse = np.int32)
# [[[ 19 14]
# [ 19 14]
# [ 11 17]
# ...
# [6613 4524]
# [6614 4524]
# [6615 4524]]]
# 135 ms ± 3.5 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)
# More benchmarks: https://github.com/hansalemaos/locate_pixelcolor_cpp
```
Raw data
{
"_id": null,
"home_page": "https://github.com/hansalemaos/locate_pixelcolor_numbacuda",
"name": "locate-pixelcolor-numbacuda",
"maintainer": "",
"docs_url": null,
"requires_python": "",
"maintainer_email": "",
"keywords": "numpy,numba,CUDA,rgb,search",
"author": "Johannes Fischer",
"author_email": "aulasparticularesdealemaosp@gmail.com",
"download_url": "https://files.pythonhosted.org/packages/d9/5c/56f7f6951b5ea88ebf3add799807f5ada620639c17cb81f94b507420ad79/locate_pixelcolor_numbacuda-0.12.tar.gz",
"platform": null,
"description": "# RGB search with numba.cuda - 10 x faster than numpy \r\n\r\n### pip install locate-pixelcolor-numbacuda\r\n\r\n\r\n```python\r\nfrom locate_pixelcolor_numbacuda import search_colors\r\nfrom a_cv_imwrite_imread_plus import open_image_in_cv\r\nimport numpy as np\r\ncolors=[(66, 71, 69),(62, 67, 65),(144, 155, 153),(52, 57, 55),(127, 138, 136),(53, 58, 56),(51, 56, 54),(32, 27, 18),(24, 17, 8),]\r\n```\r\n\r\n#### image'https://www.pexels.com/pt-br/foto/foto-da-raposa-sentada-no-chao-2295744/'\r\n\r\n```python\r\npicnp = open_image_in_cv('pexels-alex-andrews-2295744.jpg',channels_in_output=3)\r\ncoords=search_colors(pic=picnp,colors=colors,threadsperblock=(18, 18,3),dtypetouse = np.int32)\r\nprint(coords)\r\n%timeit search_colors(pic=picnp,colors=colors,threadsperblock=(18, 18,3),dtypetouse = np.int32)\r\n\r\n\r\n# [[[ 19 14]\r\n# [ 19 14]\r\n# [ 11 17]\r\n# ...\r\n# [6613 4524]\r\n# [6614 4524]\r\n# [6615 4524]]]\r\n# 135 ms \u00c2\u00b1 3.5 ms per loop (mean \u00c2\u00b1 std. dev. of 7 runs, 10 loops each)\r\n\r\n# More benchmarks: https://github.com/hansalemaos/locate_pixelcolor_cpp\r\n\r\n```\r\n",
"bugtrack_url": null,
"license": "MIT",
"summary": "RGB search with numba.cuda - 10 x faster than numpy",
"version": "0.12",
"split_keywords": [
"numpy",
"numba",
"cuda",
"rgb",
"search"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "b81325c3bf17022eedb479f4070a5f9cde95b8b5ccc87dc9fea2d6a21887ee90",
"md5": "2afd284b9d38e6828967c8db78251ace",
"sha256": "a544ca61fc2edb326aa301717ff536f119d4a5e6bbdb3be4225a5e847c9cc8fe"
},
"downloads": -1,
"filename": "locate_pixelcolor_numbacuda-0.12-py3-none-any.whl",
"has_sig": false,
"md5_digest": "2afd284b9d38e6828967c8db78251ace",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": null,
"size": 6835,
"upload_time": "2023-04-15T00:45:42",
"upload_time_iso_8601": "2023-04-15T00:45:42.412070Z",
"url": "https://files.pythonhosted.org/packages/b8/13/25c3bf17022eedb479f4070a5f9cde95b8b5ccc87dc9fea2d6a21887ee90/locate_pixelcolor_numbacuda-0.12-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "d95c56f7f6951b5ea88ebf3add799807f5ada620639c17cb81f94b507420ad79",
"md5": "6a1e70d691f1166345fb2ea20bbdac1f",
"sha256": "4be17bc1996ba6dff3e21e6f9ef698411b768c75cc60149dd2d79cfaaa0f4bc1"
},
"downloads": -1,
"filename": "locate_pixelcolor_numbacuda-0.12.tar.gz",
"has_sig": false,
"md5_digest": "6a1e70d691f1166345fb2ea20bbdac1f",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 4774,
"upload_time": "2023-04-15T00:45:44",
"upload_time_iso_8601": "2023-04-15T00:45:44.648694Z",
"url": "https://files.pythonhosted.org/packages/d9/5c/56f7f6951b5ea88ebf3add799807f5ada620639c17cb81f94b507420ad79/locate_pixelcolor_numbacuda-0.12.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2023-04-15 00:45:44",
"github": true,
"gitlab": false,
"bitbucket": false,
"github_user": "hansalemaos",
"github_project": "locate_pixelcolor_numbacuda",
"travis_ci": false,
"coveralls": false,
"github_actions": false,
"lcname": "locate-pixelcolor-numbacuda"
}
JSON
