PinnedPublished inTDS ArchiveBuilding Face Recognition Model Under 30 MinutesFine-tuning VGG-16 to build Siamese Network trained on Triplet-Loss function for Face Recognition TasksSep 27, 20202Sep 27, 20202
Published inData Science CollectiveBatch processing at Scale: How PostgreSQL outperformed BigQuery for usStrategic decision to migrate from BigQuery to PostgreSQL for heavy batch processingFeb 176Feb 176
Published inTDS ArchiveImplementing Spatial Transformer Network (STN) in TensorFlowSpatial Transformer Networks (STN) is a differentiable module that can be inserted between convolution layers to provide Equivariance to…Dec 21, 20203Dec 21, 20203
Published inTDS ArchiveFaster R-CNN: A Step towards Real-Time object DetectionFaster R-CNN introduces a novel Region Proposal Network which makes it feasible to achieve real-time performance with the existing…Nov 26, 2020Nov 26, 2020
Published inTDS ArchiveUnderstanding Fast-RCNN for Object DetectionThe fast-RCNN paper highlights the drawbacks of SPPNet and RCNN, and build a relatively fast and accurate modelNov 6, 2020Nov 6, 2020
Published inTDS ArchiveUnderstanding SPPNet for Object Detection and ClassificationSPPNet allows variable size input image to CNN and can be used for Classification and Object DetectionNov 1, 20201Nov 1, 20201
Published inTDS ArchiveUnderstanding Regions with CNN features (R-CNN)The architectural details of R-CNN and key takeaways from the model design and the paper.Oct 26, 2020Oct 26, 2020
Published inTDS ArchiveImplementing Capsule Network in TensorFlowA complete guide to implementing a capsule network and visualize its featuresSep 7, 20207Sep 7, 20207
