Alzayat Saleh's Projects
PyTorch implementation of Grad-CAM
PyTorch for Semantic Segmentation
Implementation of "Attention is All You Need" paper
Build your neural network easy and fast
Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.
Pytorch to Keras model convertor
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
Simple PyTorch Tutorials Zero to ALL!
Implementation of Quickdraw - an online game developed by Google
A computer vision deep learning model to automatically count the number of rebars.
RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
A comprehensive guide for learning regular expressions using Python
Deep Learning Summer School files + Tensorflow + AWS EC2 Setup + OpenCV cascade training + YOLO + COCO + CycleGAN + Raspberry Pi3 IoT + AWS IoT
Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet
RMDL: Random Multimodel Deep Learning for Classification
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
Tutorial material on the scientific Python ecosystem
Segmentation models with pretrained backbones. PyTorch.
Code release for Hu et al., Learning to Segment Every Thing. in CVPR, 2018.
Udacity Self-Driving Car Engineer Nanodegree projects.
Anno-Mage: A Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model
Semantic Segmentation in Pytorch
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
A neural network written in Python, consisting of a single neuron that uses back propagation to learn.
The Open Source Framework for Machine Vision