adjustable-quantization-micronet

[MicroNet Challenge (NeurIPS 2019 )] "Adjustable Quantization: Jointly Learn the Bit-width and Weight in DNN Training" by Yonggan Fu, Ruiyang Zhao, Yue Wang, Chaojian Li, Haoran You, Zhangyang Wang, Yingyan Lin

agd

[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

aidog

一款从图片识别狗的类别的应用，包括Android版和微信小程序版。

autoai2c

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-deep-neural-network-compression

Summary, Code for Deep Neural Network Quantization

awesome-emdl

Embedded and mobile deep learning research resources

awesome-model-compression-and-acceleration

basicsr

Basic Super-Resolution Toolbox, including SRResNet, SRGAN, ESRGAN, etc.

bitfusion

Simulator for BitFusion

caffe-heatmap

Caffe with heatmap regression & spatial fusion layers. Useful for any CNN image position regression task.

convnet.pytorch

ConvNet training using pytorch

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

darts

Differentiable architecture search for convolutional and recurrent networks

deep-head-pose

:fire::fire: Deep Learning Head Pose Estimation using PyTorch.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dnn-quant-ocs

DNN quantization with outlier channel splitting

efficientnet-pytorch

A PyTorch implementation of EfficientNet

epsilonresnet

The implementation of epsilon ResNet

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

everydaywechat

每日自动给女朋友发微信暖心话。

examples

Examples for Bazel

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

facial_landmark

fast-rcnn

My implementation of Fast-RCNN （tensorflow）

fat-fast-adjustable-threshold

This is th code to FAT method with links to quantized tflite models. (CC BY-NC-ND)

fhr_alignment

Code for our AAAI'19 paper "Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos"

haq-release

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

homework1

homework1 USTC 2018春季学期 现代软件工程第一次作业

image-to-image-papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)