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artificial_intelligence

My C++ deep learning framework & other machine learning algorithms

awesome-autonomous-driving

caffe

Caffe on both Linux and Windows

cnas

crnn.pytorch

PyTorch implementation of CRNN to do Image Text Recognition using nn.CTCLoss

custom_discuss

An discuss for the blogs web site : zbabby.com

data-augmentation-pytorch

Data-Augmentation example based on torchsample

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deeptext

Demo code for DeepText (ICASSP 2017)

detectron

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

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

face_recognition

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

mask_rcnn

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

megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的数值计算框架

mirnet

Official repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020). SOTA results for image denoising, super-resolution, and image enhancement.

mlpack

mlpack: a scalable C++ machine learning library --

mmdetection

Open MMLab Detection Toolbox

nasunet

nni

An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.

numpy-ml

Machine learning, in numpy

objectdetection-onestagedet

pnn.pytorch.update

This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and main.py. All changes are marked.

prml

PRML algorithms implemented in Python

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

rbpn-pytorch

The project is an official implement of our CVPR2019 paper "Recurrent Back-Projection Network for Video Super-Resolution"

readthedocs.org

The source code that powers readthedocs.org

robustdarts

Understanding and Robustifying DARTS