Yash KhareDeep Learning with Keras on Google Compute EngineInception V3 architectureJan 14, 2023Jan 14, 2023
Yash KhareUnderstanding AUC — ROC Curve [Image 1] (Image courtesy: My Photoshopped Collection)In Machine Learning, performance measurement is an essential task. So when it comes to a classification problem, we can count on an AUC —…Jan 14, 2023Jan 14, 2023
Yash KhareFor us, as a startup, shorter training times give us the ability to experiment more with new…Convolutional Neural Networks generally can take a long time to train. We have found that even performing adequate transfer learning on a…Nov 19, 2022Nov 19, 2022
Yash KhareApplications of Computer VisionAll categories are benefiting from deep learning. And deep learning is continuingly creating beyond of imagination applications.Oct 14, 2022Oct 14, 2022
Yash KhareA Simple CNN: Multi Image ClassifierUsing Tensorflow and transfer learning, easily make a labeled image classifier with convolutional neural networkSep 3, 2022Sep 3, 2022
Yash KhareEfficientNet: Rethinking Model Scaling for Convolutional Neural NetworksSince AlexNet won the 2012 ImageNet competition, CNNs (short for Convolutional Neural Networks) have become the de facto algorithms for a…Aug 25, 2022Aug 25, 2022
Yash KhareThe Pooling LayerThe pooling operation involves sliding a two-dimensional filter over each channel of feature map and summarising the features lying within…Jul 29, 2022Jul 29, 2022