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Shreyas Bhat Kera's Projects

boxer_auto_annotation_tool icon boxer_auto_annotation_tool

Real time automatic creation of bounding boxes as well as salience maps around detected objects for fixed backgrounds. Save images as well as the corresponding annotations once the object has been detected. Uses OpenCV and TensorFlow

icarus_verilog icon icarus_verilog

This repo contains code snippets written in verilog as part of course Computer Architecture of my university curriculum

mmaction2 icon mmaction2

OpenMMLab's Next Generation Action Understanding Toolbox and Benchmark

model_optimization icon model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

optimalcluster icon optimalcluster

OptimalCluster is the Python implementation of various algorithms to find the optimal number of clusters. The algorithms include elbow, elbow-k_factor, silhouette, gap statistics, gap statistics with standard error, and gap statistics without log. Various types of visualizations are also supported.

personal_face_mask_detection_v3 icon personal_face_mask_detection_v3

Determines whether a specific user is wearing a face mask or not using a 2-factor approach written in Python with TensorFlow and OpenCV modules. Includes a Google Colab notebook tutorial and code for real-time detection using OpenCV.

py-denseflow-gpu icon py-denseflow-gpu

Extract optical flow images from videos with GPU and multiprocessing support

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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