Mashrur Morshed's repositories
Multimodal-Fusion-CRNN
PyTorch Multimodal-Fusion CRNN for dynamic hand gesture recognition on DHG-14/28 and SHREC'17.
NTIRE_RFDNeXt
Repo used to create test submission, for NTIRE 2022 Efficient Super Resolution track. Runs on CUDA only, as speed benchmarking is done on GPU.
Cargo-Optimization-Minizinc
An advanced application of the knapsack problem.
Drowsy-Driver-Detection-System
System to detect driver drowsiness using HOG facial landmarks
HEAR-2021-Audio-MLP
MLP-based models for learning audio representations. Submission for HEAR2021 workshop @ NeurIPS'21.
Fast-Face-Mask-Overlay
Implements a fast method to overlay masks on faces, in real-time.
PyTorch-Weight-Pruning
A PyTorch implementation of "Learning both Weights and Connections for Efficient Neural Networks", Song Han et al. 2015.
Real-Time-Iris-Tracking
A project aiming to track iris position and motion from a live webcam stream.
numba-testbed
Numba JIT acceleration tests and samples.
Awesome-Hyperbolic-NeuralNetworks
Papers and Codes for the deep learning in hyperbolic space
Blood-Donation
A model for predicting whether a person will donate blood or not in a certain month, given previous donation data.
Competitive-Programming
A collection of competitive programming algorithms and solutions to problems on various topics.
Data-Analysis-Python
A collection of various exploratory data analysis techniques.
DengAI-Predicting-Dengue-Epidemic-Spread
Given a compilation of data from the cities San Jose and Iquitos, predicting the amount of dengue cases in a certain week.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
free-programming-books
:books: Freely available programming books
Machine-Learning-Algorithms
Implementation of optimization methods and some sklearn practice.
malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:
mashrurmorshed.github.io
Personal site.
MicroNet-CIFAR
Submission for the MicroNet Challenge, NeurIPS 2019.
MultiBench
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
Neural-Art
Neural Style Transfer to generate some groovy art.
OrigamiNet
Public implementation of our CVPR Paper "OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page TextRecognition by learning to unfold"
PDDL-models
A collection of various planning problems and domains.
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)
Realtime-Face-and-Emotion-Tracking
A model to track and identify emotions present on faces, from a live video stream.
tesseract-docker
Minimalistic tesseract docker service.
Who-s-That-Pokemon
Fun side project aiming to build a pokemon classifier.