MarsMars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
KcwsDeep Learning Chinese Word Segment
DonkeycarOpen source hardware and software platform to build a small scale self driving car.
Retinaface Tf2RetinaFace (RetinaFace: Single-stage Dense Face Localisation in the Wild, published in 2019) reimplemented in Tensorflow 2.0, with pretrained weights available !
Tensorflow RlImplementations of deep RL papers and random experimentation
FaceganTF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model
QmlIntroductions to key concepts in quantum machine learning, as well as tutorials and implementations from cutting-edge QML research.
Face landmarkA simple method for face alignment based on wingloss and mutitask learning :)
OsmdeepodOSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").
Deep AlgotradingA resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading
Machine Learning Is All You Need🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Deep Math Machine Learning.aiA blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
Pyhfpure-Python HistFactory implementation with tensors and autodiff
Object DetectionObject detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)
PaiResource scheduling and cluster management for AI
Spark NlpState of the Art Natural Language Processing
Jetson CarAutonomous Racing Car using NVIDIA Jetson TX2 using end-to-end driving approach. Paper: https://arxiv.org/abs/1604.07316
DrlRepository for codes of 'Deep Reinforcement Learning'
Seal CiA PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Gpt 2 Tensorflow2.0OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0
Fast WeightsImplementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)
Youtube 8mThe 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)
Face Api.jsJavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
FaststyleTensorflow implementation of fast neural style transfer.
Cnn SvmAn Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
Fots tfThis an implementation of FOTS with tensorflow
ErnieSimple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
MacbertRevisiting Pre-trained Models for Chinese Natural Language Processing (Findings of EMNLP)
NtmTensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
Eeg DlA Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
HandposeA python program to detect and classify hand pose using deep learning techniques
Relation Classification Using Bidirectional Lstm TreeTensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
Facenet mtcnn to mobileconvert facenet and mtcnn models from tensorflow to tensorflow lite and coreml (使用 TFLite 将 FaceNet 和 MTCNN 移植到移动端)