Data Science and Matrix Optimization course

PyTorch implementation of GhostNet: More Features from Cheap Operations.

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

台湾大学李宏毅老师机器学习

💠 Ontology matching system based on formal concept analysis

Object Detection and Multi-Object Tracking

Awesome Crowd Counting

Code for EMNLP 2018 paper "Commonsense for Generative Multi-Hop Question Answering Tasks"

More Accurate Question Answering on Freebase

Serialization and Deserialization for NLP Annotated Documents.

Must-read papers on graph neural networks (GNN)

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

Object detection, 3D detection, and pose estimation using center point detection:

OpenMMLab Detection Toolbox and Benchmark

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

Text classification using deep learning models in Pytorch

Bottom-up Object Detection by Grouping Extreme and Center Points

Crowd counting Code for IEEE Access paper "DA-Net: Learning the fine-grained density distribution with deformation aggregation network"

Code for PointerSQL, PT-MAML, Execution-guided Decoding papers

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition

A curated list of MXNet examples, tutorials and blogs.

Gluon-Mobilenet-yolov3

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