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In this project 4 distinct tasks (gender detection (A1), smile detection (A2), face-shape recognition (B1), eye-color recognition (B2)) are adressed following 4 different approaches and exploiting the potentialities of CNNs and HOG descriptors along with SVMs.

Python 100.00%
gender-detection smile-detection face-shape-recognition eye-color-recognition cnn hog svm svm-classifier pca pca-analysis

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I'm a software and machine learning engineer with various years of experience and a deep enthusiasm for building cool things. In my free time, I enjoy delving into the world of the seventh art, and you'll often find me crafting new projects that combine my passion for coding with the magic of movies. Beyond that, I have a profound love for nature and animals, and I'm eagerly looking forward to developing new personal programming projects that reflect these interests in the future.
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amls_assignment20_21's Issues

Key Error

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File "F:\maya\face-shape-detection\main.py", line 16, in
training_batches, valid_batches, test_batches = data_preprocessing(data_directory='face-shape-master',

File "F:\maya\face-shape-detection\Modules\pre_processing.py", line 67, in data_preprocessing
print(dataset_labels[dataset_labels[filename_column]])

File "C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\frame.py", line 3464, in getitem
indexer = self.loc._get_listlike_indexer(key, axis=1)[1]

File "C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\indexing.py", line 1314, in _get_listlike_indexer
self._validate_read_indexer(keyarr, indexer, axis)

File "C:\ProgramData\Anaconda3\lib\site-packages\pandas\core\indexing.py", line 1374, in _validate_read_indexer
raise KeyError(f"None of [{key}] are in the [{axis_name}]")

KeyError: "None of [Index(['img_no_1.jpg', 'img_no_10.jpg', 'img_no_100.jpg', 'img_no_11.jpg',\n 'img_no_12.jpg', 'img_no_13.jpg', 'img_no_14.jpg', 'img_no_15.jpg',\n 'img_no_16.jpg', 'img_no_17.jpg',\n ...\n 'img_no_391.jpg', 'img_no_392.jpg', 'img_no_393.jpg', 'img_no_394.jpg',\n 'img_no_395.jpg', 'img_no_396.jpg', 'img_no_397.jpg', 'img_no_398.jpg',\n 'img_no_399.jpg', 'img_no_400.jpg'],\n dtype='object', length=400)] are in the [columns]"

I am having KeyError may be due to Dataset CSV file format

csv file

Can you please guide me or share yor data set csv file format or suggest me something on this error?

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