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Kumar Sambhav's Projects

apache-solr- icon apache-solr-

This application shows you the integration of apache solr with Javascript "solr-node" api. For providing a GUI based environment express.js is used on top of JS.

augmented-random-search icon augmented-random-search

Augmented Random Search is truly one of the most mindblowing algorithms I’ve come across with my research in reinforcement learning. Augmented Random Search(ARS) is actually up to 15 TIMES FASTER than other algorithms with higher rewards in specific applications! That’s insane!

azure-ml icon azure-ml

Step by step guide for connecting your IDE to your Azure Account for Auto ML development on Microsoft Azure

face-detection icon face-detection

Real Time Face detection algorithm using convolutional neural networks and OpenCV.

hlf-model icon hlf-model

This is the implementation of an organization having two peers, one orderer, one CA and CouchDB for an airline company.

keras-learning-rate-finder icon keras-learning-rate-finder

An algorithm to find an optimal decay for Gradient Descent and Learning Rate for training of Neural Network models.

mask-r-cnn icon mask-r-cnn

Explaining the differences between traditional image classification, object detection, semantic segmentation, and instance segmentation is best done visually. When performing traditional image classification our goal is to predict a set of labels to characterize the contents of an input image (top-left). Object detection builds on image classification, but this time allows us to localize each object in an image. The image is now characterized by: Bounding box (x, y)-coordinates for each object An associated class label for each bounding box.Instance segmentation algorithms, on the other hand, compute a pixel-wise mask for every object in the image, even if the objects are of the same class label (bottom-right). Here you can see that each of the cubes has their own unique color, implying that our instance segmentation algorithm not only localized each individual cube but predicted their boundaries as well.

miscellaneous icon miscellaneous

Scripts and code examples. Includes Spark notes, Jupyter notebook examples for Spark, Impala and Oracle.

openapi-generator icon openapi-generator

OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)

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