liaowu's repositories
mobile-deep-learning
This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
introtodeeplearning_labs
Lab Materials for MIT 6.S191: Introduction to Deep Learning
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
awesome-deep-vision
A curated list of deep learning resources for computer vision
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
facets
Visualizations for machine learning datasets
PipeCNN
An OpenCL-based FPGA Accelerator for Convolutional Neural Networks
tensorflow_lab
some TensorFlow examples
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
gluon-tutorials-zh
通过MXNet/Gluon来动手学习深度学习
CarND-Vehicle-Detection
Vehicle Detection Project
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
code-of-learn-deep-learning-with-pytorch
This is code of book "Learn Deep Learning with PyTorch"
gan-segmentation
Using GANs to improve synthetic data for semantic segmentation problems.
mstar_deeplearning_project
Radar target classification, detection and recognition using deeplearning methods on MSTAR dataset
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
bnn-fpga
Binarized Convolutional Neural Networks on Software-Programmable FPGAs
convolution_network_on_FPGA
CNN acceleration on virtex-7 FPGA with verilog HDL
iOS_Tensorflow_ObjectDetection_Example
An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101
pytorch-beginner
pytorch tutorial for beginners
DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
Neural-Networks-on-Silicon
This is a collection of works on neural networks and neural accelerators.
squeezeDet
A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
3D-Scene-GAN
Three-dimensional Scene Reconstruction with Generative Adversarial Networks
bunch
A Bunch is a Python dictionary that provides attribute-style access (a la JavaScript objects).
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers