Aminul HuqinTowards AITowards Identification of Breast Cancer in Mammogram Images using Deep Learning: Part 2Malignant and Benign ClassificationJun 9Jun 9
Aminul HuqinTowards AITowards Identification of Breast Cancer in Mammogram Images using Deep Learning : Part 1Introduction and Dataset DescriptionApr 281Apr 281
Aminul HuqMulti-task Learning : A Beginner’s GuideTraining Multiple Tasks using a Single DNN with PyTorchJan 22Jan 22
Aminul HuqK-Fold Cross Validation in DNN using PyTorch and Scikit-learn : Tips and TricksGenerally in deep learning applications or research work, we partition the dataset in three parts namely train, validation and test set…Jan 7Jan 7
Aminul HuqPre-training and Fine Tuning DNN Models using PyTorchPeople now-a-days are using deep neural network models for various tasks. The reason behind this is that they are quite versatile, easy to…Jan 2Jan 2
Aminul HuqSpeech Command Classification using PyTorch and torchaudioWhen I first started working on audio data I was scared a lot. Compared to image data, audio data seemed to me like an alien language. I…Sep 29, 2020Sep 29, 2020
Aminul HuqPyTorch Implementation of DeepFoolAdversarial Machine Learning has come a long way since its very beginning. Today we are going to implement a simple method called DeepFool…Apr 8, 2020Apr 8, 2020