ganA 1D toy example of optimizing a generative model using the WGAN-GP model.
entity-networkTensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.
icml17 knnDeriving Neural Architectures from Sequence and Graph Kernels
TF-Model-Deploy-TutorialA tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.
nn-MeterA DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
gans-2.0Generative Adversarial Networks in TensorFlow 2.0
Traffic-Light-ClassificationA detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.
Bitcamp-2019Won the most innovative solution at Bitcamp 2019.🎖🎉
Machine-Learning🌎 I created this repository for educational purposes. It will host a number of projects as part of the process .
Portrait FCN and 3D ReconstructionThis project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.