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Create panorama image using invariant features from given set of overlapping images.

License: MIT License

Python 100.00%
invariants-features image-stitching feature-detection opencv3-python ransac panoramic-camera homography image-manipulation consecutive-images sift

panoramic-image-stitching's Issues

image resizing

in stitch.py you have resized images to size 400. why this number and how can I know the real number for my application?
by default size(400) Panorama_image is sometimes corrupted.

how to stitch multiple images

i checked your code it was working awesome.
could you please help me out for how to check 200 images without loss data.
if you want i will ready to send you the images

I am encountering this error. Kindly help me out.

Traceback (most recent call last):
File "C:/Users/user/PycharmProjects/Panoramic-Image-Stitching-using-invariant-features-master/panorama.py", line 2, in
import imutils
File "C:\Users\user\PycharmProjects\untitled\venv\lib\site-packages\imutils_init_.py", line 8, in
from .convenience import translate
File "C:\Users\user\PycharmProjects\untitled\venv\lib\site-packages\imutils\convenience.py", line 6, in
import cv2
ModuleNotFoundError: No module named 'cv2'

Process finished with exit code 1

detect-feature_and_keypoints issue, cv2 function not recognized

Hello !
I'd like to use your code for your program but i got an error message telling me this :

Traceback (most recent call last):
File "C:\Users\thfaure\Desktop\Scripts_python\Panorama_avinashk442\stitch.py", line 35, in
(result, matched_points) = panaroma.image_stitch([images[no_of_images-2], images[no_of_images-1]], match_status=True)
File "C:\Users\thfaure\Desktop\Scripts_python\Panorama_avinashk442\panorama.py", line 11, in image_stitch
(KeypointsA, features_of_A) = self.Detect_Feature_And_KeyPoints(imageA)
File "C:\Users\thfaure\Desktop\Scripts_python\Panorama_avinashk442\panorama.py", line 43, in Detect_Feature_And_KeyPoints
descriptors = cv2.xfeatures2d.SIFT_create()
AttributeError: module 'cv2.cv2' has no attribute 'xfeatures2d'

For the record i'm using python 3.9 and cv2 is on 4.5.1 version.
It seems like the xfeatures2d is no longer a part of the opencv library !
I got the same error message for 2 and more numerous set of multiple images.
Any clue ?

Stitching failed for images from overhead camera.

Hey, thanks for the wonderful repo but it failed for over head images.
I tried using your repo for images captured from a rotating PTZ Camera and the output result show only the images appended to each other.
FYI, Check below attached output and input images, any feedback or advice is really appreciated.
frame_8
frame_9
frame_10
frame_11
panorama_image

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