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MNN-APPLICATIONS

MNN applications by MNN, JNI exec, RK3399. Support tflite\tensorflow\caffe\onnx models.

ECBSR

Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021

ELAN

[ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution

SimpleIR

A Simple framework for image restoration, it includes ECBSR, ELAN and other SOTAs.

HyperDL-Tutorial

深度学习教程整理 | 干货

EHANAS

[ACCV2022 (Oral)] Efficient Hardware-aware Neural Architecture Search for Image Super-resolution on Mobile Devices

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

TinyNeuralNetwork

TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.

Awesome-light-weight-SR

A repository that contains research works are relative to light-weight image super resolutions

Face-Tracking-Based-on-OpenTLD-and-RNet

I optimized OpenTLD making it run faster and better for face tracking.

landmark-detection

Several landmark detection algorithms, implemented in PyTorch.

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

Arm-neon-intrinsics

arm neon 相关文档和指令意义

armnn

Arm NN ML software

awesome-object-detection

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

awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

cmake-examples

Useful CMake Examples

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

facenet

Face recognition using Tensorflow

gcn

Implementation of Graph Convolutional Networks in TensorFlow

HRNet-Facial-Landmark-Detection

High-resolution representation learning (HRNets) for facial landmark detection

insightface

Face Analysis Project on MXNet

LightFaceNet

This tensorflow project is based on MobileFaceNet, which use SqueezeNet and ShuffleNet as stem CNN to improve speed.

MNN

MNN is a lightweight deep neural network inference engine.

MobileFaceNet_TF

Tensorflow implementation for MobileFaceNet

morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

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