Abby MorganinGenerative AIImage Inpainting for SDXL 1.0 Base Model + RefinerAnd how to log our results in an experiment tracking tool13 min read·Aug 21, 2023--3--3
Abby MorganinGenerative AIExplainable AI: Visualizing Attention in TransformersAnd logging the results in an experiment tracking tool13 min read·Jul 17, 2023--10--10
Abby MorganinArtificial Intelligence in Plain EnglishSAM + Stable Diffusion for Text-to-Image InpaintingCreate a pipeline with GroundingDINO, Segment Anything, and Stable Diffusion and track the results in Comet11 min read·Jun 27, 2023--5--5
Abby MorganinDataDrivenInvestorDebugging Image Classifiers With Confusion MatricesHow to intuitively explore model predictions on specific images over time10 min read·May 17, 2023--1--1
Abby MorganinTowards AICompare and Evaluate Object Detection Models From TorchVisionVisualizing the performance of Fast RCNN, Faster RCNN, Mask RCNN, RetinaNet, and FCOS16 min read·May 8, 2023--1--1
Abby MorganinDataDrivenInvestorPowering Anomaly Detection for Industry 4.0Build, track, and organize production-grade anomaly detection models9 min read·Feb 21, 2023--1--1
Abby MorganinBetter ProgrammingCredit Card Fraud Detection With AutoencodersAnd how to intuitively debug your results with Comet9 min read·Feb 16, 2023--2--2
Abby MorganinTowards AIN-dimensional DICOM Volumes With ImageIOVisualizing, augmenting, and interacting with high-dimensional DICOM volumes in Python7 min read·Feb 2, 2023--2--2