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Search results for imagenet semantic segmentation

semantic-segmentation x

29 search results found

Swin Transformer ⭐ 12,215

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Cvat ⭐ 11,169

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

Segmentation_models.pytorch ⭐ 8,226

Segmentation models with pretrained backbones. PyTorch.

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Efficientformer ⭐ 790

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

Neural Network Compression Framework for enhanced OpenVINO™ inference

Fastervit ⭐ 539

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Isda For Deep Networks ⭐ 409

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

Official PyTorch implementation of Fully Attentional Networks

Libtorchsegmentation ⭐ 380

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

Pytorch Hardnet ⭐ 305

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

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

Vitae Transformer ⭐ 187

The official repo for [NeurIPS'21] "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias" and [IJCV'22] "ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond"

Deeplabv3.pytorch ⭐ 159

PyTorch implementation of DeepLabv3

Imagenetmodel ⭐ 101

Official ImageNet Model repository

Frostnet ⭐ 86

FrostNet: Towards Quantization-Aware Network Architecture Search

The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"

Chainer Pspnet ⭐ 76

PSPNet in Chainer

Swiftnet ⭐ 26

Tensorflow implementation of swiftnet

Supervised Compression ⭐ 21

[WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"

Sc2 Benchmark ⭐ 18

[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"

Uniteandconquer ⭐ 14

[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models

Sharppeleenet ⭐ 12

ImageNet pre-trained SharpPeleeNet can be used in real-time Semantic Segmentation/Objects Detection

[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN

Autopanoptic ⭐ 10

Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation

Fastsegformer ⭐ 5

[Computers and Electronics in Agriculture 2024] FastSegFormer: A knowledge distillation-based method for real-time semantic segmentation of surface defects in navel oranges.

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