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Search results for python backbone

167 search results found

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

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.

Internimage ⭐ 2,186

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Centermask2 ⭐ 673

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

Fastfcn ⭐ 636

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

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

Fastervit ⭐ 539

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

Yolov3_pytorch ⭐ 509

Full implementation of YOLOv3 in PyTorch

Centermask ⭐ 449

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

1st place models in Google OpenImage Detection Challenge 2019

Dropedge ⭐ 399

This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

Siamrpn_plus_plus_pytorch ⭐ 390

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

Official PyTorch implementation of Fully Attentional Networks

Tensorflow Serving Yolov3 ⭐ 358

本项目主要对原tensorflow-yolov3版本做了许多细节上的改进,增加了TensorFlow 安全帽等, 安全帽mAP在98%左右, 推理速度1080上608的尺寸大概25fps.

Centernet Better ⭐ 341

An easy to understand and better performance version of CenterNet

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)

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

Vovnet Detectron2 ⭐ 300

VoVNet backbone networks for detectron2, in CVPR 2020

Siamesex.pytorch ⭐ 262

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

Django Backbone Example ⭐ 260

Sample application to show how to use Django and Backbone.js together.

Sidechainnet ⭐ 256

An all-atom protein structure dataset for machine learning.

Mxnet Yolo ⭐ 240

YOLO: You only look once real-time object detector

Tf.fashionai ⭐ 239

Full pipeline for TianChi FashionAI clothes keypoints detection compitetion in TensorFlow

Detectron2_backbone ⭐ 193

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

Django Seo Js ⭐ 192

SEO support for react, Vue, angular, backbone, ember.us, and other SPA apps built with django.

[CVPR 2021] Rank 1st in the public leaderboard of SemanticKITTI Panoptic Segmentation (2020-11-16)

reimpliment of DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

Bonnetal ⭐ 167

Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

Pytorch Faster Rcnn ⭐ 161

pytorch based implementation faster rcnn

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

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

Semtorch ⭐ 148

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

Tensorflow Advanced Segmentation Models ⭐ 125

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

Deeponeclass ⭐ 125

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

X Detector ⭐ 120

Light-Head RCNN and One Novel Object Detector

Rethinking_bottleneck_design ⭐ 118

Siamgat ⭐ 116

Code for the paper "Graph Attention Tracking". (CVPR2021)

Piggyback ⭐ 116

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

Action Recognition Pytorch ⭐ 108

This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.

Mobilenext ⭐ 107

Pixel2mesh ⭐ 106

A complete Pixel2Mesh implementation in PyTorch

Django Backbone ⭐ 105

This app provides a Backbone.js compatible REST API for your models. It follows the Django admin pattern of extending, overriding and registering; and provides an extendable class based view for customization.

Negative Margin.few Shot ⭐ 99

PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”

Self Supervised Relational Reasoning ⭐ 78

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

Dsn_fewshot ⭐ 77

Vovnet.pytorch ⭐ 76

A pytorch implementation of VoVNet

Pytorch Darknet53 ⭐ 75

PyTorch implementation of Darknet53

Implementation of CVPR 2020 Dual Super-Resolution Learning for Semantic Segmentation

The official repo for [Arxiv'23] "Vision Transformer with Quadrangle Attention"

Pytorch Res2net ⭐ 72

PyTorch implementation of Res2Net

Kaggle Kuzushiji 2019 ⭐ 66

Kaggle Kuzushiji Recognition: 2nd place solution

Yolov4_mcmot ⭐ 60

Using YOLOV4 as detector for MCMOT.

PyTorch implementation of the paper 'BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network, ECCV2020'

Vxwireguard Generator ⭐ 58

Utility to generate VXLAN over Wireguard mesh SD-WAN configuration

Vovnet Fcos ⭐ 57

FCOS with VoVNet(CVPRW'19) backbone networks

Ssd_efficientnet ⭐ 57

SSD using TensorFlow object detection API with EfficientNet backbone

ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification

Segmentation Jittor ⭐ 53

jittor segmentation lib

Kaggle Pneumothorax ⭐ 53

The 4th Place Solution of SIIM-ACR Pneumothorax Segmentation

Mobilenetv3 Yolov3 ⭐ 53

An experiment of transferring backbone of yolov3 into mobilenetv3

Yolov5 Processing ⭐ 52

Multi-backbone, Prune, Quantization, KD

Global Self Attention Network ⭐ 49

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

Switchnorm_segmentation ⭐ 46

Switchable Normalization for semantic image segmentation and scene parsing.

Clipshots_basline ⭐ 45

This is our implementation of deepSBD for ClipShots dataset.

Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution

Dnl Object Detection ⭐ 41

Disentangled Non-Local Neural Networks

Racnn Pytorch ⭐ 40

pytorch implementation of Recurrent Attention CNN.

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

Mict Net Pytorch ⭐ 33

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

Efficientnet Retinanet ⭐ 33

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

Scnn Pytorch ⭐ 32

Spatial CNN model in PyTorch use Cityscapes-dataset

Centernet Better Plus ⭐ 31

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network, ECCV 2020

Semantic Aware Scene Recognition ⭐ 29

Pytorch Implementation of Semantic-Aware Scene Recognition Paper

This repository includes the constructed US-4 dataset and the code for USCL (PyTorch version).

Remote Sensing Image Semantic Segmentation Tf2 ⭐ 29

The remote sensing image semantic segmentation repository based on tf.keras includes backbone networks such as resnet, densenet, mobilenet, and segmentation networks such as deeplabv3+, pspnet, panet, and refinenet.

Simple mmdetection CPU inference

Fourier Domain Adaptation for Semantic Segmentation

Pytorch Deeplab V3 Plus ⭐ 23

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

Res2net Poolnet ⭐ 23

Res2Net for Salient Object Detection using PoolNet

Retinanet ⭐ 23

Keras implementation of RetinaNet for object detection and visual relationship identification

Backboned Unet ⭐ 23

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

Modified_refinedet ⭐ 23

Modified RefineDet

Ainized Detectron2 ⭐ 22

api server for detectron2

Reproducibilty Challenge Ecanet ⭐ 22

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

Detectron2 Licenseplates ⭐ 21

Train license plates detection model using Detectron2

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