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Model to recognize celebrities using a face matching algorithm.

License: MIT License

Jupyter Notebook 96.73% Python 3.27%
face-detection celebrity-recognition face-matching celeb-recognition celeb-prediction vggface annoy deep-learning machine-learning celeb-model

celeb_recognition's Issues

OSError: Index size is not a multiple of vector size. Ensure you are opening using the same metric you used to create the index.: No error (0)

Index size is not a multiple of vector size. Ensure you are opening using the same metric you used to create the index.: No error (0)
Traceback (most recent call last):
File "C:\CelebDetector\test.py", line 4, in
celeb_detector.celeb_recognition(img_path)
File "C:\CelebDetector\venv\lib\site-packages\celeb_detector\celeb_recognition.py", line 37, in celeb_recognition
pred, img_out = get_celeb_prediction(img, ann_filepath, celeb_mapping_path)
File "C:\CelebDetector\venv\lib\site-packages\celeb_detector\celeb_utils.py", line 85, in get_celeb_prediction
_ = ann_index.load(ann_filepath)
OSError: Index size is not a multiple of vector size. Ensure you are opening using the same metric you used to create the index.: No error (0)

Google Collab error

Hello,
I have a hard time trying to make the Google Colab works.

encoder_model = torch.load(vggface_modelpath)

Give this error:

FileNotFoundError                         Traceback (most recent call last)
[<ipython-input-6-f7e8409fb9ee>](https://localhost:8080/#) in <cell line: 1>()
----> 1 encoder_model = torch.load(vggface_modelpath)
      2 ann_index = AnnoyIndex(2048, 'angular')
      3 _ = ann_index.load(celeb_index_annpath)

2 frames
[/usr/local/lib/python3.10/dist-packages/torch/serialization.py](https://localhost:8080/#) in __init__(self, name, mode)
    424 class _open_file(_opener):
    425     def __init__(self, name, mode):
--> 426         super().__init__(open(name, mode))
    427 
    428     def __exit__(self, *args):

FileNotFoundError: [Errno 2] No such file or directory: 'celeb_detector/models/vggface_resnet50.pt'

I can't find this file anywhere on the the repo. I need to download it somewhere?

Thanks!

module 'celeb_detector' has no attribute 'celeb_recognition'

This is the code as shown in the documentation: https://pypi.org/project/celeb-detector/

import celeb_detector # on running for the first time, this will download vggface model
# img_path = 'sample_image.jpg' # this supports both local path and web url like https://sample/sample_image_url.jpg
img_path = 'Alia_Bhatt_promoting_Kalank.jpg' # this supports both local path and web url like https://sample/sample_image_url.jpg
celeb_detector.celeb_recognition(img_path) # on running for the first time, 2 files (celeb_mapping.json and celeb_index_60.ann) will downloaded to your home directory

This is the error I am getting:

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
[<ipython-input-17-d0e4e36cb43e>](https://localhost:8080/#) in <cell line: 4>()
      2 # img_path = 'sample_image.jpg' # this supports both local path and web url like https://sample/sample_image_url.jpg
      3 img_path = 'Alia_Bhatt_promoting_Kalank.jpg' # this supports both local path and web url like https://sample/sample_image_url.jpg
----> 4 celeb_detector.celeb_recognition(img_path) # on running for the first time, 2 files (celeb_mapping.json and celeb_index_60.ann) will downloaded to your home directory

AttributeError: module 'celeb_detector' has no attribute 'celeb_recognition'

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