Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/hansalemaos/a_cv_sift_detection

Detecting objects using openCV and sift
https://github.com/hansalemaos/a_cv_sift_detection

cv cv2 opencv python

Last synced: 6 days ago
JSON representation

Detecting objects using openCV and sift

Host: GitHub
URL: https://github.com/hansalemaos/a_cv_sift_detection
Owner: hansalemaos
License: mit
Created: 2022-11-12T17:30:16.000Z (almost 2 years ago)
Default Branch: main
Last Pushed: 2022-11-12T17:31:47.000Z (almost 2 years ago)
Last Synced: 2024-09-18T23:07:37.274Z (15 days ago)
Topics: cv, cv2, opencv, python
Language: Python
Homepage: https://pypi.org/project/a-cv-sift-detection
Size: 7.81 KB
Stars: 1
Watchers: 1
Forks: 1
Open Issues: 0
Metadata Files:
- Readme: README.MD
- License: LICENSE

Awesome Lists containing this project

README

# Detecting objects using openCV and sift

```python
$pip install a-cv-sift-detection
from a_cv_sift_detection import SiftMatchingOnScreen
needle_images = [
r"C:\detectiontest\media_manager_icon--744x194--1250x738.png",
r"C:\detectiontest\chrome_icon--643x199--1140x734.png",
r"C:\detectiontest\einstellungen_icon--537x200--1038x735.png",
r"C:\detectiontest\kamera_icon--426x203--931x738.png",
r"C:\detectiontest\spiele_und_gewinne_icon--1347x0--1920x452.png",
r"C:\detectiontest\bluestacks_x_icon--1101x0--1643x449.png",
r"C:\detectiontest\roblox_icon--833x0--1342x448.png",
r"C:\detectiontest\systemapps_icon--528x0--1067x448.png",
r"C:\detectiontest\gamecenter_icon--244x0--781x451.png",
r"C:\detectiontest\playstore_icon--0x0--478x451.png",
]

siftdetect = SiftMatchingOnScreen()
siftdetect.configure_monitor(monitor=1)
siftdetect.get_needle_images(needle_images, scale_percent=100)
while True:
siftdetect.get_screenshot_and_start_detection(
checks=50,
trees=5,
debug=False,
max_distance=100,
minimum_matches_per_group=5,
show_results=True,
sleep_time_for_results=0.1,
quit_key_for_results="q",
scale_percent=100,
)
sleep(5)

while True:
siftdetect.get_screenshot_and_start_detection(
checks=50,
trees=5,
debug=False,
max_distance=100,
minimum_matches_per_group=5,
show_results=False,
sleep_time_for_results=0.1,
quit_key_for_results="q",
scale_percent=100,
)
print(siftdetect.df)

0 956.575073 ... C:\detectiontest\media_manager_icon--744x194--...
1 960.470520 ... C:\detectiontest\media_manager_icon--744x194--...
2 961.128601 ... C:\detectiontest\media_manager_icon--744x194--...
3 964.380310 ... C:\detectiontest\media_manager_icon--744x194--...
4 965.097656 ... C:\detectiontest\media_manager_icon--744x194--...
.. ... ... ...
420 257.061249 ... C:\detectiontest\playstore_icon--0x0--478x451.png
421 263.247589 ... C:\detectiontest\playstore_icon--0x0--478x451.png
422 263.265106 ... C:\detectiontest\playstore_icon--0x0--478x451.png
423 263.682190 ... C:\detectiontest\playstore_icon--0x0--478x451.png
424 267.074219 ... C:\detectiontest\playstore_icon--0x0--478x451.png
[425 rows x 7 columns]
x ... needle
0 762.877319 ... C:\detectiontest\media_manager_icon--744x194--...
1 781.889160 ... C:\detectiontest\media_manager_icon--744x194--...
2 816.500549 ... C:\detectiontest\media_manager_icon--744x194--...
3 816.339050 ... C:\detectiontest\media_manager_icon--744x194--...
4 816.586853 ... C:\detectiontest\media_manager_icon--744x194--...
.. ... ... ...
344 257.061249 ... C:\detectiontest\playstore_icon--0x0--478x451.png
345 263.247589 ... C:\detectiontest\playstore_icon--0x0--478x451.png
346 263.265106 ... C:\detectiontest\playstore_icon--0x0--478x451.png
347 263.682190 ... C:\detectiontest\playstore_icon--0x0--478x451.png
348 267.074219 ... C:\detectiontest\playstore_icon--0x0--478x451.png
[349 rows x 7 columns]
No objects to concatenate
x ... needle
0 881.638245 ... C:\detectiontest\media_manager_icon--744x194--...
1 935.431885 ... C:\detectiontest\media_manager_icon--744x194--...
2 955.275879 ... C:\detectiontest\media_manager_icon--744x194--...
3 941.385254 ... C:\detectiontest\media_manager_icon--744x194--...
4 817.367920 ... C:\detectiontest\media_manager_icon--744x194--...
.. ... ... ...
302 392.155945 ... C:\detectiontest\playstore_icon--0x0--478x451.png
303 428.587921 ... C:\detectiontest\playstore_icon--0x0--478x451.png
304 431.010773 ... C:\detectiontest\playstore_icon--0x0--478x451.png
305 476.075165 ... C:\detectiontest\playstore_icon--0x0--478x451.png
306 323.301575 ... C:\detectiontest\playstore_icon--0x0--478x451.png
[307 rows x 7 columns]
x ... needle
0 881.638245 ... C:\detectiontest\media_manager_icon--744x194--...
1 937.933167 ... C:\detectiontest\media_manager_icon--744x194--...
2 935.431885 ... C:\detectiontest\media_manager_icon--744x194--...
3 955.450562 ... C:\detectiontest\media_manager_icon--744x194--...
4 941.385254 ... C:\detectiontest\media_manager_icon--744x194--...
.. ... ... ...
303 417.567749 ... C:\detectiontest\playstore_icon--0x0--478x451.png
304 429.982422 ... C:\detectiontest\playstore_icon--0x0--478x451.png
305 438.710541 ... C:\detectiontest\playstore_icon--0x0--478x451.png
306 445.110016 ... C:\detectiontest\playstore_icon--0x0--478x451.png
307 458.563171 ... C:\detectiontest\playstore_icon--0x0--478x451.png
[308 rows x 7 columns]
x ... needle
0 996.570251 ... C:\detectiontest\media_manager_icon--744x194--...
1 1011.908936 ... C:\detectiontest\media_manager_icon--744x194--...
2 1015.692566 ... C:\detectiontest\media_manager_icon--744x194--...
3 1056.677734 ... C:\detectiontest\media_manager_icon--744x194--...
4 1071.151245 ... C:\detectiontest\media_manager_icon--744x194--...
.. ... ... ...
345 257.061249 ... C:\detectiontest\playstore_icon--0x0--478x451.png
346 263.247589 ... C:\detectiontest\playstore_icon--0x0--478x451.png
347 263.265106 ... C:\detectiontest\playstore_icon--0x0--478x451.png
348 263.682190 ... C:\detectiontest\playstore_icon--0x0--478x451.png
349 267.074219 ... C:\detectiontest\playstore_icon--0x0--478x451.png
[350 rows x 7 columns]
x ... needle
0 996.570251 ... C:\detectiontest\media_manager_icon--744x194--...
1 1011.908936 ... C:\detectiontest\media_manager_icon--744x194--...
2 1015.692566 ... C:\detectiontest\media_manager_icon--744x194--...
3 1056.677734 ... C:\detectiontest\media_manager_icon--744x194--...
4 1071.151245 ... C:\detectiontest\media_manager_icon--744x194--...
.. ... ... ...
352 257.061249 ... C:\detectiontest\playstore_icon--0x0--478x451.png
353 263.247589 ... C:\detectiontest\playstore_icon--0x0--478x451.png
354 263.265106 ... C:\detectiontest\playstore_icon--0x0--478x451.png
355 263.682190 ... C:\detectiontest\playstore_icon--0x0--478x451.png
356 267.074219 ... C:\detectiontest\playstore_icon--0x0--478x451.png
[357 rows x 7 columns]
x ... needle
0 762.877319 ... C:\detectiontest\media_manager_icon--744x194--...
1 781.889160 ... C:\detectiontest\media_manager_icon--744x194--...
2 816.500549 ... C:\detectiontest\media_manager_icon--744x194--...
3 816.339050 ... C:\detectiontest\media_manager_icon--744x194--...
4 816.586853 ... C:\detectiontest\media_manager_icon--744x194--...
.. ... ... ...
343 257.061249 ... C:\detectiontest\playstore_icon--0x0--478x451.png
344 263.247589 ... C:\detectiontest\playstore_icon--0x0--478x451.png
345 263.265106 ... C:\detectiontest\playstore_icon--0x0--478x451.png
346 263.682190 ... C:\detectiontest\playstore_icon--0x0--478x451.png
347 267.074219 ... C:\detectiontest\playstore_icon--0x0--478x451.png
[348 rows x 7 columns]

```