Shivaraj karkiIntel OpenVino Boost Semantic Segmentation predictionA booster to predict ML model on production line.2 min read·Jun 30, 2022----
Shivaraj karkiSet-up a Multi GPU server from ScratchThis blog guides to setup a fully working multi GPU server from scratch, with detailed explanation and links. A Beast to Boost AI…3 min read·Mar 18, 2021----
Shivaraj karkiDistributed Computing for multi GPU, Deep Neural Networks with Ray and Tensorflow, for Object…Training Deep Neural Networks in distributed environment with multiple GPUs with Object Detection architectures, yolo v3, tensorflow, Ray4 min read·Jan 12, 2021----
Shivaraj karkiDilated Convolutions for Image Classification with ResNetThis is not Dilated ResNet (DRN), but faster and better than ResNet and DRN, with 94% lesser parameters than ResNet2 min read·Sep 14, 2020----
Shivaraj karkiSnapshot Ensemble model for Multi-class Classification in Deep LearningInstead of training N neural networks independently from scratch, we train one neural network and let it converge M times to local minima.4 min read·Sep 14, 2020----
Shivaraj karkiPython, Power of SetReduce Time complexity using python sets, during data preprocessing.2 min read·Sep 14, 2020----
Shivaraj karkiLoss function in CNN doesn’t get stuck in local minima, Saddle point is the culprit.In one of the lecture video of cs231n, Andrej Karpathy said that in optimization problem global minima are not major problem in loss curve…6 min read·Sep 10, 2020----