This is your work, valued

Manpreet Singh

Elite
@msminhas93

I am passionate about Deep Learning and Computer Vision. I am currently working as a CV/ML Research Engineer at Zefr.

manpreetsinghminhas.medium.com

nviwatch. NviWatch: A blazingly fast rust based TUI for managing and monitoring NVIDIA GPU processes

236

DeepLabv3FineTuning. Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.

174

anomaly-detection-using-autoencoders. This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders

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embeddings-visualization. Jupyter Notebook

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CompactCNN. PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.

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FabricDefect. A weakly annotated fabric defect dataset. Contains 24 512x512 images. Every image has a 512x512 mask. The mask has one rectangular bounding box covering the entire defect but has pixels of fabric without defect. This makes the defect detection task challenging.

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ferric-micrograd. A rust implementation of Andrej Karpathy's Micrograd

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fastapi-windows-service. Python

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libtorch-mnist-visual-studio. This repository contains a visual studio project for training a classifier on the mnist dataset using the libtorch c++ wrapper.

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KerasImageDatagenTutorial. Tutorial on how to use Keras Image Data Generators.

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hacker_pulse. Rust

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elabeler. Python

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ComputationalGraphs. Computational Graphs tutorial

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ConvolutionTutorial. Tutorial on covolution in 1d and 2d.

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GradientDescentTutorial. Gradient descent tutorial and visualization utility

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duty_chart_generator. This repository contains a utility for creating duty charts that is extremely helpful for distrubuting household chores amongst the family or home members.

1