Ayush ThakurinAnalytics VidhyaObject Localization with KerasThis report explores object localization using the bounding box regression technique in Keras and interactively visualizes the model’s…7 min read·Nov 3, 2020--2--2
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…7 min read·Sep 22, 2020--1--1
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.12 min read·May 22, 2020--2--2
Ayush ThakurinTowards Data ScienceDebugging Neural Networks with PyTorch and W&BTips and tricks to debug your neural network13 min read·May 14, 2020----
Ayush ThakurConverting FC Layers to Conv LayersUnderstand and implement Fully Convolutional Network5 min read·Jul 4, 2019--4--4
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…6 min read·Jun 27, 2019----