Alzayat Saleh's Projects
Keras implementation of Sketch RNN
Implements stochastic line search
Small Matlab to Python compiler (Please open an issue if you are using this program)
Software defect prediction using ensemble learning
π₯Deep Learning for 3D Point Clouds (IEEE TPAMI, 2020)
Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge
Official code for the Stochastic Polyak step-size optimizer
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
VIP cheatsheets for Stanford's CS 229 Machine Learning
Implementation of spatial transformer networks (STNs) in keras 2 with tensorflow as backend.
Stock price prediction with recurrent neural network. The data is from the Chinese stock.
Semantic Segmentation of Underwater Imagery: Dataset and Benchmark
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
Hyperparameter Optimization for Keras Models
TensorFlow 1.x Deep Learning Cookbook, published by Packt
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
TensorFlow Tutorials with YouTube Videos
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Image Segmentation framework based on Tensorflow and TF-Slim library
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Predicting survival on the Titanic using Excel, Python & Random Forests
A PyTorch-Based Framework for Deep Learning in Computer Vision
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
π¦ State-of-the-Art Conversational AI with Transfer Learning
Adaptive Uncertainty Distribution in Deep Learning for Unsupervised Underwater Image Enhancement
Pointers to large-scale underwater datasets and relevant resources.
unet for image segmentation
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.