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prateek khandelwal's Projects

n-beats icon n-beats

Pytorch/Keras implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

notebooks icon notebooks

interactive notebooks from Planet Engineering

nudenet icon nudenet

An ensemble of Neural Nets for Nudity Detection and Censoring

objleft icon objleft

:handbag: Abandoned object detection for visual surveillance

opencv icon opencv

Open Source Computer Vision Library

openvino_work icon openvino_work

These contains set of work and notebook related to openvino inference

pelee icon pelee

Pelee: A Real-Time Object Detection System on Mobile Devices

person_search icon person_search

Joint Detection and Identification Feature Learning for Person Search

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

projectnorthstar icon projectnorthstar

The open-source files comprising Leap Motion's Project North Star AR Headset.

rescuer-la icon rescuer-la

The program for searching through photos from the air of lost people in the forest uising Retina Net neural network

retinaface-tf2 icon retinaface-tf2

RetinaFace (Single-stage Dense Face Localisation in the Wild, 2019) implemented (ResNet50, MobileNetV2 trained on single GPU) in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

tapas icon tapas

End-to-end neural table-text understanding models.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-tensorrt icon tensorflow-tensorrt

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.

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