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Image Classification Interview Questions and Answers
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Questions
Image Classification
0
votes
Q: Process of overfitting is training and testing data on different data set
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
overlifting-process
+1
vote
Q: PCA and SVD are dimensionality reduction techniques
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
pca
svd
0
votes
Q: SIFT is mainly used for images that are ___________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
sift-images
0
votes
Q: SVM is a classification algorithm
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
svm-algorithm
0
votes
Q: The main aim of whitening is to reduce data redundancy
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
data-redundancy
0
votes
Q: The major function of PCA is to decompose a ________________________ into a set of successive orthogonal components
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
pca-decompose
0
votes
Q: CNN is mainly used in
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
cnn
0
votes
Q: Confusion Matrix is a technique used to evaluate the performance of a classifier.
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
confusion-matrix
+1
vote
Q: Which preprocessing technique is used for dimensionality reduction?
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
preprocessing-technique
0
votes
Q: True Positive is when _____________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
prediction-true-positive
0
votes
Q: The technique used to evaluate a classifier by dividing the data set into a train set to train the classifier and a test set to test the same is __________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
image-classifier
0
votes
Q: Normalization is the process of converting ___________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
normalization-process
0
votes
Q: Confusion Matrix is not a technique used to evaluate the performance of a classifier
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
confusion-matrix
0
votes
Q: In the SVD method, a digital image is decomposed into ________ matrices
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
svd-method
digital-image
0
votes
Q: True Negative is when ______________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
true-negative-prediction
0
votes
Q: Cross validation gives high variance if the testing set and training set are not drawn from the ______________________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
image-variance
0
votes
Q: A normalized image has ___________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
normalize-image
0
votes
Q: SIFT stands for ________________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
sift
0
votes
Q: Noise can be removed using Data Preprocessing
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
data-preprocessing
0
votes
Q: Data Partitioning will help us to know efficiency of model
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
data-partitioning
0
votes
Q: Singular values obtained from the SVD process utilizes ___________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
svd-process
0
votes
Q: Allowing training data to be included in testing data will give actual performance results
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
trainng-data
0
votes
Q: Allowing training data to be included in testing data will not give actual performance results
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
image-testing-data
0
votes
Q: The major steps involved in image classification are ___________
asked
Dec 23, 2021
in
Image Classification
by
rajeshsharma
image-classification-steps
0
votes
Q: The data is split into _________ sets
asked
Dec 22, 2021
in
Image Classification
by
rajeshsharma
data-sets
0
votes
Q: The steps involved in building a classification model are
asked
Dec 22, 2021
in
Image Classification
by
rajeshsharma
classification-model
0
votes
Q: Conventional classification algorithms on image data
asked
Dec 22, 2021
in
Image Classification
by
rajeshsharma
conventional-classification-algorithms
conventional
classification-algorithms
0
votes
Q: Scikit Learn is an machine learning python package.
asked
Dec 22, 2021
in
Image Classification
by
rajeshsharma
scikit-learn
0
votes
Q: ___________________________ is defined as the percentage of correct predictions
asked
Dec 22, 2021
in
Image Classification
by
rajeshsharma
correct-prediction
0
votes
Q: CNN is a algorithm in which it comes under
asked
Dec 22, 2021
in
Image Classification
by
rajeshsharma
cnn-algorithm
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