Classification of Emotions in Audio files through CNNs:
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Duplicate Question Classification Using Transformers Bert
Finding How similar two questions are, Classifing are they duplicate.
Duplicate Question Classification Bert
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Localizing and classifing thoracic abnormalities from Chest Radiographs
Here we will create an object Detection Model, that automatically localizes and classifyies 14 types of thoracic abnormalities from chest radiographs. It is trained using pretrained faster_rcnn model from pytorch.
Localizing and classifing thoracic abnormalities from Chest Radiographs
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Kaggle Fastai Custom Metrics
Custom Metrics for fastai v1 for kaggle competitions.
kaggle fastai custom metrics
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Aerial Drone Images Semantic Segmentation
A Dynamic unet built on top of an encoder ( pretrained resnet50 ), with a final output of num_classes.
Dataset Resource:
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