hli2020

feature_intertwiner

Codebase of the paper "Feature Intertwiner for Object Detection", ICLR 2019

nn_encapsulation

Capsule research with our trivial contribution

zoom_network

The codebase for Zoom Out-and-In Network with Recursive Training for Object Proposal

turbo-boost-detection

Leveraging features of small objects from their large counterparts.

object_detection

Mainly for SSD; changed some tiny things to adapt in my codebase

hli2020.github.io

personal website

dl_demo

Code and demos for various projects, curated for starters in deep learning

faster_rcnn_pytorch

Faster RCNN with PyTorch

darknet

Convolutional Neural Networks

few_shot_learning

Popular few-shot learning repos nested in one place

gym

A toolkit for developing and comparing reinforcement learning algorithms.

MLAlgorithms

Minimal and clean examples of machine learning algorithms

yolo2-pytorch

YOLOv2 in PyTorch

Deformable-ConvNets

Deformable Convolutional Networks

detection-2016-nipsws

Hierarchical Object Detection with Deep Reinforcement Learning

Detectron

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

dni.pytorch

Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

FewShotLearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

panoptic-toolbox

play101

Basic algorithms in pytorch

pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

pytorch-faster-rcnn

Super awesome

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

revolver

few-shot segmentation

TFFRCNN

FastER RCNN built on tensorflow

Unofficial-Pix2Seq

Unofficial implementation of Pix2SEQ

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

ZSD_Release