junweima

Deep-Learning-Resources

Online courses and books I use for ML & CV, Math, CompSci and others

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

assignment1

Assignment 1 for the CMU 15418 Course

detection_models

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gatsby-starter-personal-blog

A ready to use, easy to customize, fully equipped GatsbyJS blog starter with 'like app' layout and views transitions.

junweima.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

LinuxForLife

Machine-Learning-A-Probabilistic-Perspective-Solutions

My solutions to Kevin Murphy Machine Learning Book

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

models

Models and examples built with TensorFlow

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

onnx

Open Neural Network Exchange

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

pixyll

A simple, beautiful Jekyll theme that's mobile first

plotly.js

The open source JavaScript graphing library that powers plotly

PySyft

A library for encrypted, privacy preserving deep learning - based on PyTorch

PytorchConverter

Pytorch model to caffe & ncnn

reinforcement-learning-1

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

tensorflow

An Open Source Machine Learning Framework for Everyone

test

tfjs-examples

Examples built with TensorFlow.js

tfjs-models

Pretrained models for TensorFlow.js

tutorials

Tutorials for using ONNX

ubuntu

Ubuntu Dockerfile for trusted automated Docker builds.

yolo2-pytorch

YOLOv2 in PyTorch