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Search results for pytorch backbone

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FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Detectron.pytorch ⭐ 2,695

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

Pytorch Deeplab Xception ⭐ 2,524

DeepLab v3+ model in PyTorch. Support different backbones.

Pytorch_retinaface ⭐ 2,256

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

Yoloair ⭐ 1,714

🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, YOLOv8, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLOv3, Transformer, Attention, TOOD and Improved-YOLOv5-YOLOv7... Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

Res2net Pretrainedmodels ⭐ 1,036

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Centermask2 ⭐ 673

CenterMask : Real-time Anchor-Free Instance Segmentation, in CVPR 2020

Flexible Yolov5 ⭐ 607

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

Fots.pytorch ⭐ 604

FOTS Pytorch Implementation

Yolov3_pytorch ⭐ 509

Full implementation of YOLOv3 in PyTorch

Siamrpn_plus_plus_pytorch ⭐ 390

SiamRPN, SiamRPN++, unofficial implementation of "SiamRPN++" (CVPR2019), multi-GPUs, LMDB.

Panoptic Deeplab ⭐ 333

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

Vovnet Detectron2 ⭐ 300

VoVNet backbone networks for detectron2, in CVPR 2020

[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"

Siamesex.pytorch ⭐ 262

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

Detectron2_backbone ⭐ 193

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

Pytorch Faster Rcnn ⭐ 161

pytorch based implementation faster rcnn

Everypixelmatters ⭐ 150

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

Lrf Net ⭐ 149

Learning Rich Features at High-Speed for Single-Shot Object Detection, ICCV, 2019

This is the official pytorch implementation for paper: BiDet: An Efficient Binarized Object Detector, which is accepted by CVPR2020.

Fashionai Keypointsdetectionofapparel ⭐ 131

FashionAI Key Points Detection using CPN model in Pytorch

Rethinking_bottleneck_design ⭐ 118

Piggyback ⭐ 116

Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

Mobilenext ⭐ 107

Pixel2mesh ⭐ 106

A complete Pixel2Mesh implementation in PyTorch

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Self Supervised Relational Reasoning ⭐ 78

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

Vovnet.pytorch ⭐ 76

A pytorch implementation of VoVNet

Pytorch Darknet53 ⭐ 75

PyTorch implementation of Darknet53

Pytorch Res2net ⭐ 72

PyTorch implementation of Res2Net

Vovnet Fcos ⭐ 57

FCOS with VoVNet(CVPRW'19) backbone networks

Yolov5 Processing ⭐ 52

Multi-backbone, Prune, Quantization, KD

Efficientdet.pytorch ⭐ 50

:neckbeard:Unofficial implementation of EfficientDet

Global Self Attention Network ⭐ 49

A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks

Racnn Pytorch ⭐ 40

pytorch implementation of Recurrent Attention CNN.

Efficientnet Retinanet ⭐ 33

Pytorch implementation of RetinaNet using EfficientNets as feature extractor or backbone network.

Mict Net Pytorch ⭐ 33

Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone

Scnn Pytorch ⭐ 32

Spatial CNN model in PyTorch use Cityscapes-dataset

Centernet Better Plus ⭐ 31

Rollback ⭐ 30

Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification (AAAI2019)

Simple mmdetection CPU inference

Pytorch Deeplab V3 Plus ⭐ 23

deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Backboned Unet ⭐ 23

Build U-Nets for segmentation from pre-trained TorchVision models.

Reproducibilty Challenge Ecanet ⭐ 22

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

Style Transfer ⭐ 20

杨超越杯编程大赛图片风格迁移项目

Look4face ⭐ 19

Demo of Face Recognition web service

Vovnet Detectron ⭐ 17

Detectron with VoVNet(CVPRW'19) backbone networks

Ssd Pruning And Quantization ⭐ 16

Pruning and quantization for SSD. Model compression.

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

Stmodeling ⭐ 13

Code for the paper "Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos"

Vicinity Vision Transformer ⭐ 12

[TPAMI 2023] This is an official implementation for "Vicinity Vision Transformer".

Transformer Backbone ⭐ 11

The reproduce of Transformer architecture in paper "Attention is all your need"

Actionclassification ⭐ 10

Video action classification benchmark for common CNN architectures, implemented in PyTorch

Pytorch_deeplab ⭐ 9

Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.

Pytorch Deeplab V3 Plus ⭐ 8

Pytorch implementation of DeepLab V3+

Pytorch_fasterrcnn ⭐ 7

Fine-Tune Pytorch Faster RCNN for your own task.

Retinanet_pet_detector ⭐ 7

Using a Retinanet to detect cats & dogs.

Residual Learning for Salient Object Detection

Vovnet Deeplabv3 ⭐ 6

VoVNet-DeepLabV3

Single_shot_detection ⭐ 6

Single shot object detection in PyTorch

Detection Experiments ⭐ 5

Playground of various object detection models implemented in PyTorch

Dsen For Gzsl ⭐ 5

This is an implementation for our ACMMM 2019 paper for GZSL.

Efficientdet Pytorch ⭐ 5

EfficientDet implementation for object detection in Pytorch. EfficientNet as backbone. BiFPN.

Group Net Semantic Segmentation ⭐ 5

Structured Binary Neural Networks for Image Recognition

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