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kaili's Projects

models icon models

Models and examples built with TensorFlow

pocketflow icon pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-loss icon pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

radam icon radam

On The Variance Of The Adaptive Learning Rate And Beyond

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

real-time-network icon real-time-network

real-time network architecture for mobile devices and semantic segmentation

replknet-pytorch icon replknet-pytorch

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

res2net icon res2net

The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

seam icon seam

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)

segloss icon segloss

A collection of loss functions for medical image segmentation

segnet-tutorial icon segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

semantic-segmentation icon semantic-segmentation

List of useful codes and papers for weakly supervised Semantic/Instance/Panoptic/Few Shot Segmentation

semseg icon semseg

常用的语义分割架构结构综述以及代码复现

shift-net_pytorch icon shift-net_pytorch

Pytorch implementation of Shift-Net: Image Inpainting via Deep Feature Rearrangement (ECCV, 2018)

simplecv icon simplecv

Simplify training, evaluation, prediction in Pytorch

steal icon steal

STEAL - Learning Semantic Boundaries from Noisy Annotations

target-offer icon target-offer

根据《剑指offer》中的题目,用python来进行编写

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