Answers.Body: <p>This is the purpose of rotational augmentation. In fact you should augment your images at different angle as well than just inverting it. This will make your model angle agnostic. </p>
  
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2018-10-26T09:50:47.833Z
Answers.Text: I have done than by rotating image in smaller angles. Now model can detect the face. But is there something available to detect faces in the inverted image.
Answers.UserDisplayName: SRJ577
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2018-10-26T07:40:16.527Z
Answers.LastActivityDate: 2018-10-26T07:40:16.527Z
Answers.UserDisplayName: Ruchit Dalwadi
Body: <p>I saw when browsing we can use data augmentation for creating a dataset for face recognition. The augmented images may include inverted, tilted or distorted faces. Do the model detect the face from the inverted image. When I tried my model cant able to detect any inverted or tilted faces.</p>
  
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2018-10-25T23:24:12.620Z
Comments.Text: Did you check your inverted image ? Look at them, be sure your data augmentation function is not producing garbage.
Comments.UserDisplayName: Astariul
Comments.ContentLicense: CC BY-SA 4.0
Comments.CreationDate: 2018-10-26T06:32:42.640Z
Comments.Text: I used augmentor lib for augmentation
Comments.UserDisplayName: SRJ577
Tags: <image-recognition><facial-recognition>
Title: How can we use data augmentation for creating data set for face recognition and will the inverted faces on augmented images detected?
UserDisplayName: SRJ577
ThreadText: # How can we use data augmentation for creating data set for face recognition and will the inverted faces on augmented images detected?
  
  (Asked by: username_0 on 2018-10-25)
  
  I saw when browsing we can use data augmentation for creating a dataset for face recognition. The augmented images may include inverted, tilted or distorted faces. Do the model detect the face from the inverted image. When I tried my model cant able to detect any inverted or tilted faces.
  
  **Tags:** image-recognition, facial-recognition
  > **Comments:**
  > **username_1**: Did you check your inverted image ? Look at them, be sure your data augmentation function is not producing garbage.  
  > **username_0**: I used augmentor lib for augmentation  
  
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  ## 1 answers
  
  ### Answer by username_2 on 2018-10-26. Score: 1
  
  This is the purpose of rotational augmentation. In fact you should augment your images at different angle as well than just inverting it. This will make your model angle agnostic.
  
  > **Comments:**
  > **username_0**: I have done than by rotating image in smaller angles. Now model can detect the face. But is there something available to detect faces in the inverted image.  
  
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