Ayush ThakurinAnalytics VidhyaObject Localization with KerasThis report explores object localization using the bounding box regression technique in Keras and interactively visualizes the model’s…Nov 3, 20202Nov 3, 20202
Ayush ThakurinTowards Data ScienceImage Segmentation Using Keras and W&BThis report explores semantic segmentation with a UNET like architecture in Keras and interactively visualizes the model’s prediction in…Sep 22, 20201Sep 22, 20201
Ayush ThakurinTowards Data ScienceInterpretability in Deep Learning with W&B — CAM and GradCAMThis report will review how Grad-CAM counters the common criticism that neural networks are not interpretable.May 22, 20202May 22, 20202
Ayush ThakurinTowards Data ScienceDebugging Neural Networks with PyTorch and W&BTips and tricks to debug your neural networkMay 14, 2020May 14, 2020
Ayush ThakurConverting FC Layers to Conv LayersUnderstand and implement Fully Convolutional NetworkJul 4, 20194Jul 4, 20194
Ayush ThakurUsing CNN to translate American Sign LanguageSign languages are languages that use the visual-manual modality to convey meaning. Sign languages are expressed through manual…Jun 27, 2019Jun 27, 2019
