dl-cnn Goto Github PK

acc-unet

ACC-UNet is A Completely Convolutional UNet model inspired from transformer-based UNets

acnet

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

acon

Official Repsoitory for "Activate or Not: Learning Customized Activation." [CVPR 2021]

activationfunctions

adabound

An optimizer that trains as fast as Adam and as good as SGD.

adamod

Adaptive and Momental Bounds for Adaptive Learning Rate Methods.

adamp

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

adan_tf

Unofficial implementation of Adan optimizer in Tensorflow

adanorm

adapool

[T-IP 2023] Code for exponential adaptive pooling for PyTorch

akconv

alias_free_convnets

asap

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

automl

Google Brain AutoML

awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

awesome-pruning

A curated list of neural network pruning resources.

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

batch-layer-normalization

causal-conv1d

Causal depthwise conv1d in CUDA, with a PyTorch interface

ccnn

Code repository of the paper "Towards a General Purpose CNN for Long Range Dependencies in N-D" https://arxiv.org/abs/2206.03398.

ckconv

Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/2102.02611

clims

CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation (CVPR 2022)

convnext

Code release for ConvNeXt model

convnext-v2

Code release for ConvNeXt V2 model

cotnet

This is an official implementation for "Contextual Transformer Networks for Visual Recognition".

csnorm

ICCV 2023 (Official Implementation of "Generalized Lightness Adaptation with Channel Selective Normalization")

dcnv2

Deformable Convolutional Networks v2 with Pytorch

dcnv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

dcnv3

DCNv3