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45 search results found

Labelme ⭐ 12,334

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Raster Vision ⭐ 1,956

An open source library and framework for deep learning on satellite and aerial imagery.

Universal Data Tool ⭐ 1,612

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Neural Network Compression Framework for enhanced OpenVINO™ inference

Vitae Transformer Remote Sensing ⭐ 379

A comprehensive list of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

High-level batteries-included neural network training library for Pytorch

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

Satellite Imagery Datasets Containing Ships ⭐ 340

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

Ademxapp ⭐ 320

Code for https://arxiv.org/abs/1611.10080

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Crossformer ⭐ 302

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

Torchsat ⭐ 285

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Direct Graphical Models (DGM) C++ library, a cross-platform Conditional Random Fields library, which is optimized for parallel computing and includes modules for feature extraction, classification and visualization.

Autoannotationtool ⭐ 149

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

Icassp 2023 Papers ⭐ 139

ICASSP 2023 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023 conference. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

Paddlers ⭐ 137

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Segment Anything Clip ⭐ 119

Connecting segment-anything's output masks with the CLIP model; Awesome-Segment-Anything-Works

Paddlelabel ⭐ 111

飞桨智能标注，让标注快人一步

Fusenet_pytorch ⭐ 101

Joint scene classification and semantic segmentation with FuseNet

Urban_pointcloud_processing ⭐ 98

Repository for automatic classification and labeling of Urban PointClouds using data fusion and region growing techniques.

Segmentation ⭐ 94

Tensorflow implementation : U-net and FCN with global convolution

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images

Frostnet ⭐ 86

FrostNet: Towards Quantization-Aware Network Architecture Search

Open source Python library for building bioimage analysis pipelines

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

Pytorch_semantic_segmentation ⭐ 73

Implement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN

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

Road Semantic Segmentation ⭐ 64

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

Flexinfer ⭐ 55

A flexible Python front-end inference SDK based on TensorRT

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Multiclass Semantic Segmentation ⭐ 48

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]

Xview2_solution ⭐ 39

2nd place solution for Xview2 challenge https://xview2.org/

Instantdl ⭐ 35

InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification

Marine Debris.github.io ⭐ 33

Quick Start Guide for MARIDA (Marine Debris Archive)

Awesome Domain Adaptation ⭐ 30

😎 A curated list of domain adaptation papers, datasets and other resources.

Latent Discriminant deterministic Uncertainty [ECCV2022]

Lidar Prod ⭐ 11

A production AI brick that augments a rule-based Lidar classification with AI predictions and vector database.

Huahuolabel ⭐ 9

HuaHuoLabel is a multifunctional AI data label tool, which supports data label of five computer vision tasks, including single-category classification, multi-category classification, semantic segmentation, object detection and instance segmentation. It can also do image editing, dataset management, auto-labeling, and pseudo label generation.

Simple framework to construct machine learning models with tensorflow

Aircraft Context Dataset ⭐ 5

Annotations for the Aircraft Context Dataset

[AAAI 2024] UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning

Rs Img Classification ⭐ 5

Semantic segmentation of remote sensing images.

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