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atul22singh's Projects

interviewbit-topicwise-solutions icon interviewbit-topicwise-solutions

The repository contains solutions to various problems on interviewbit. The code is merely a snippet (as solved on InterviewBit) & hence is not executable in a c++ compiler. The code written is purely original and completely my own.

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

models icon models

A collection of pre-trained, state-of-the-art models in the ONNX format

oidv4_toolkit icon oidv4_toolkit

Download and visualize single or multiple classes from the huge Open Images v4 dataset

unet icon unet

unet for image segmentation

vector-map-generation-from-aerial-imagery-using-deep-learning-geospatial-unet icon vector-map-generation-from-aerial-imagery-using-deep-learning-geospatial-unet

We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.

yoloface icon yoloface

Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)

yolov4-cloud-tutorial icon yolov4-cloud-tutorial

This repository walks you through how to Build and Run YOLOv4 Object Detections with Darknet in the Cloud with Google Colab.

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