Manpreet Singh

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

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

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

embeddings-visualization. Jupyter Notebook

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

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.

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

fastapi-windows-service. Python

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

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

hacker_pulse. Rust

elabeler. Python

ComputationalGraphs. Computational Graphs tutorial

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

GradientDescentTutorial. Gradient descent tutorial and visualization utility

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.