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  • πŸ‘‹ Hi, I’m @venkateshsundi
  • πŸ‘€ I’m interested in teaching and research
  • 🌱 I’m currently learning remote sensing
  • πŸ’žοΈ I’m looking to collaborate on weather forecast
  • πŸ“« How to reach me github

venkateshsundi's Projects

adnet icon adnet

Attention-guided CNN for image denoising(Neural Networks,2020)

bitswap icon bitswap

Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables

buildingheight icon buildingheight

Estimate Building Height from Shadow of a building in a VHR Satellite image

change-detection-in-satellite-imagery icon change-detection-in-satellite-imagery

It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

cnn icon cnn

This is a matlab-code implementation of convolutional neural network

cnndroid icon cnndroid

Open Source Library for GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android

denoising-neighstft icon denoising-neighstft

Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.

face-recognition-by-cnn icon face-recognition-by-cnn

Face recognition from training convolution neural network alexnet and using cascade object detector for cropping faces.

fairness-in-ml icon fairness-in-ml

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

fir_isa icon fir_isa

VHDL FIR filter project for Integrated System Architecture course

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

hardh264 icon hardh264

A hardware h264 video encoder written in VHDL. Designed to be synthesized into an FPGA. Initial testing is using Xilinx tools and FPGAs but it is not specific to Xilinx.

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