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acnet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

adaptively-parametric-relu-pytorch

An unofficial implementation of （Adaptively Parametric Rectifier Linear Unit，APReLU）.

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

ciou

Complete-IoU (CIoU) Loss and Cluster-NMS for Object Detection and Instance Segmentation (YOLACT)

condconv-pytorch

Implementation of CondConv: Conditionally Parameterized Convolutions for Efficient Inference in PyTorch.

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

darts

Differentiable architecture search for convolutional and recurrent networks

densenas

Densely Connected Search Space for More Flexible Neural Architecture Search

diou-ssd-pytorch

Distance-IoU Loss into SSD

distributed-tensorflow

dml_network

DML_Network

ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

edmips

PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf

efficientnet-pytorch

A PyTorch implementation of EfficientNet

fairdarts

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

fna

Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020)

gal

Towards Optimal Structured CNN Pruning via Generative Adversarial Learning

gdas

PyTorch implementation of "Searching for A Robust Neural Architecture in Four GPU Hours", CVPR 2019

genetic-cnn

CNN architecture exploration using Genetic Algorithm

gpm

Official Code Repository for "Gradient Projection Memory for Continual Learning"

gradientepisodicmemory

Continuum Learning with GEM: Gradient Episodic Memory

iebn

The official implementation of paper "Instance Enhancement Batch Normalization: an Adaptive Regulator of Batch Noise".

imgaug

Image augmentation for machine learning experiments.

libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

mobilenet-v2

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

mobilenet-v2_cifar10

a pytorch implement of mobileNet v2 on cifar10

mobilenetv2-pytorch

This is the PyTorch implement of MobileNet V2