Gerald Muriuki·Oct 20, 2021Detecting Keratoconus from Corneal Imaging using Deep LearningA few weeks ago I was diagnosed with an eye condition known as Keratoconus. Keratoconus affects approximately one in 2,000 individuals…
InTDS ArchivebyGerald Muriuki·Mar 8, 2019Paper Summary: U-Net: Convolutional Networks for Biomedical Image SegmentationU-nets yielded better image segmentation in medical imaging. U-Net: Convolutional Networks for Biomedical Image Segmentation paper was…A response icon1A response icon1
Gerald Muriuki·Feb 17, 2019Paper Summary: Deep Residual Learning for Image Recognition.ResNets created major improvements in accuracy in many computer vision tasks. Deep Residual Learning for image recognition was published…
InTDS ArchivebyGerald Muriuki·Aug 25, 2018Deep Learning; Personal Notes Part 1 Lesson 4: Structured learning, Natural language Processing…This blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notes; a strive to understand…A response icon1A response icon1
InTDS ArchivebyGerald Muriuki·Aug 21, 2018Deep Learning; Personal Notes Part 1 Lesson 3: CNN theory; Convolutional filters, Max pooling…This blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notes; a strive to understand…
InTDS ArchivebyGerald Muriuki·Aug 13, 2018Deep Learning; Personal Notes Part 1 Lesson 2, Learning rate, Data Augmentation, Annealing, Test…This blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notesm a strive to understand…
InCoinmonksbyGerald Muriuki·Aug 6, 2018Deep Learning; Personal Notes Part 1 Lesson 1, Image ClassificationThis blog post series will be updated as I have a second take on the fast ai lessons. These are my personal notes, a strive to understand…
Gerald Muriuki·Jul 18, 2018Why I will be writing about Machine Learning and Deep LearningIf you want to master something, teach it. — Richard FeynmanA response icon1A response icon1
InGood AudiencebyGerald Muriuki·Jun 8, 2018Predicting FIFA World Cup 2018 using Machine Learning.With the kickoff of the 2018 FIFA World Cup fast approaching, every soccer fan in the world is dying to know: Who will capture the coveted…A response icon14A response icon14
InAfrica CreatesbyGerald Muriuki·Oct 11, 2017Predicting House Prices Using Linear RegressionI set out to use linear regression to predict housing prices in Iowa.I will be highlighting how I went about it, what worked for me, what…A response icon1A response icon1
