Muhammad Junaid Ali's repositories
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
Universal-Turing-Machine
Implementation of Universal Turing Machine for Graduate Course Theory of Computation
pytorch_convolutional_rnn
PyTorch implementation of Convolutional Recurrent Neural Network
awesome-rl
Reinforcement learning resources curated
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
brats_segmentation-pytorch
3d unet + vae, repoduce brats2018 winner solution
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
unet-gan-matting
Background Removal based on U-Net
Brainy
Brainy is a virtual MRI analyzer. Just upload the MRI scan file and get 5 different classes of tumors detected and segmented. In development.
awesome-computer-vision
A curated list of awesome computer vision resources
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
u-net-brain-tumor
U-Net Brain Tumor Segmentation
TKCN
Tree-structured Kronecker Convolutional Network for Semantic Segmentation [Accepted by ICME 2019]
probabilistic_unet
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
local-descriptors-for-image-classification
Local Descriptors
brats17
Brain tumor segmentation for MICCAI 2017 BraTS challenge
Brain-Tumor-Segmentation-using-Deep-Neural-networks
Keras implementation of paper by the same name
undercrawler
A generic crawler
Neural-Decision-Forests
An implementation of the Deep Neural Decision Forests in PyTorch
Quiz-System
Quiz System Assembly language MASM X86 project
paper_notes
Reading notes about machine learning papers.