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The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Python 32,997 4,823 Updated Jan 24, 2025
2 Updated May 30, 2024

Official implementation of CVPR2024 Paper "Poly Kernel Inception Network for Remote Sensing Detection".

Python 59 14 Updated Aug 5, 2024

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

HTML 264 22 Updated Jul 5, 2023

The official implementation of the paper "Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation"

Python 19 1 Updated Dec 10, 2024

Official repository of Agent Attention (ECCV2024)

Python 581 39 Updated Nov 17, 2024

Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"

Python 307 24 Updated Apr 24, 2024

This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)

Python 450 69 Updated Jun 22, 2021

Implementation of Axial attention - attending to multi-dimensional data efficiently

Python 366 31 Updated Aug 26, 2021

A lightweight utility for detecting the horizon line in natural images.

Python 34 5 Updated Aug 18, 2019

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

Python 1,008 91 Updated Aug 13, 2023

a novel real-time model in semantic segmentation

Python 111 4 Updated Dec 11, 2024

xLSTM as Generic Vision Backbone

Python 457 33 Updated Nov 4, 2024

[CVPR 2024] Official implement of <Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation>

Python 300 21 Updated Nov 12, 2024

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

Python 10,316 1,033 Updated Sep 26, 2024

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

Jupyter Notebook 1,440 80 Updated Jun 28, 2024

MambaOut: Do We Really Need Mamba for Vision?

Python 2,121 37 Updated Oct 22, 2024

1.5−3.0× lossless training or pre-training speedup. An off-the-shelf, easy-to-implement algorithm for the efficient training of foundation visual backbones.

Python 217 9 Updated Aug 23, 2024

code and trained models for "Attentional Feature Fusion"

Python 763 97 Updated Jul 23, 2021

[CVPR 2024] Code release for TransNeXt model

Python 472 19 Updated Jun 13, 2024

Official repository of ACmix (CVPR2022)

Python 403 43 Updated Apr 25, 2022

[ECCV2024] Official implementation of paper, "DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs".

Python 139 5 Updated Aug 8, 2024

Tame a Wild Camera: In-the-Wild Monocular Camera Calibration

Shell 69 1 Updated Dec 28, 2023

PyTorch Examples repo for "ReZero is All You Need: Fast Convergence at Large Depth"

Jupyter Notebook 62 7 Updated Jul 25, 2024

Temporally Consistent Horizon Lines

Python 7 3 Updated Mar 3, 2020

用opencv的dnn模块做yolov5目标检测,包含C++和Python两个版本的程序

Python 523 123 Updated Feb 26, 2022

An Autonomous LLM Agent for Complex Task Solving

Python 8,122 857 Updated Aug 12, 2024

FcaNet: Frequency Channel Attention Networks

Python 527 101 Updated Mar 11, 2021

📷 EasyPhoto | Your Smart AI Photo Generator.

Python 5,048 403 Updated Jul 10, 2024
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