msminhas93
I am passionate about Deep Learning and Computer Vision. I am currently working as a CV/ML Research Engineer at Zefr.
Waterloo, Ontario, Canada
Pinned Repositories
anomaly-detection-using-autoencoders
This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders
CompactCNN
PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.
DeepLabv3FineTuning
Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.
embeddings-visualization
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.
fastapi-windows-service
hacker_pulse
KerasImageDatagenTutorial
Tutorial on how to use Keras Image Data Generators.
libtorch-mnist-visual-studio
This repository contains a visual studio project for training a classifier on the mnist dataset using the libtorch c++ wrapper.
nviwatch
NviWatch: A blazingly fast rust based TUI for managing and monitoring NVIDIA GPU processes
msminhas93's Repositories
msminhas93/nviwatch
NviWatch: A blazingly fast rust based TUI for managing and monitoring NVIDIA GPU processes
msminhas93/DeepLabv3FineTuning
Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.
msminhas93/anomaly-detection-using-autoencoders
This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders
msminhas93/CompactCNN
PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.
msminhas93/embeddings-visualization
msminhas93/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.
msminhas93/fastapi-windows-service
msminhas93/libtorch-mnist-visual-studio
This repository contains a visual studio project for training a classifier on the mnist dataset using the libtorch c++ wrapper.
msminhas93/hacker_pulse
msminhas93/KerasImageDatagenTutorial
Tutorial on how to use Keras Image Data Generators.
msminhas93/elabeler
msminhas93/ComputationalGraphs
Computational Graphs tutorial
msminhas93/ConvolutionTutorial
Tutorial on covolution in 1d and 2d.
msminhas93/GradientDescentTutorial
Gradient descent tutorial and visualization utility
msminhas93/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.
msminhas93/dl_metrics_experiments
msminhas93/gaps-patch-extractor
This repository contains a jupyter notebook to extract patches from GAPS dataset.
msminhas93/metricwhiz