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Search results for object detection semantic segmentation

object-detection x

semantic-segmentation x

104 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.

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Caffe ⭐ 4,416

Caffe: a fast open framework for deep learning.

Super Gradients ⭐ 4,125

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

Internimage ⭐ 2,186

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

Iccv2023 Papers With Code ⭐ 2,045

ICCV 2023 论文和开源项目合集

Raster Vision ⭐ 1,956

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

Bevfusion ⭐ 1,565

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Open3d Ml ⭐ 1,530

An extension of Open3D to address 3D Machine Learning tasks

Efficientdet Pytorch ⭐ 1,482

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

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.

Involution ⭐ 1,106

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Maskdino ⭐ 1,013

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Vit Adapter ⭐ 1,003

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

Paddlevit ⭐ 951

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

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Uniformer ⭐ 749

[ICLR2022] official implementation of UniFormer

Neural Network Compression Framework for enhanced OpenVINO™ inference

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Fastervit ⭐ 539

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

Awesome Computer Vision Models ⭐ 495

A list of popular deep learning models related to classification, segmentation and detection problems

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

Official PyTorch implementation of Fully Attentional Networks

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

Convmae ⭐ 370

ConvMAE: Masked Convolution Meets Masked Autoencoders

Open Adas ⭐ 351

An open source advanced driver assistance system (ADAS) that uses Jetson Nano as the hardware. Features: Traffic sign detection, Forward collision warning, Lane departure warning.

Edgenets ⭐ 340

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

Remote Sensing Rvsa ⭐ 331

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

Pytorch Hardnet ⭐ 305

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

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Crossformer ⭐ 302

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

Biformer ⭐ 288

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

Self Driving Golf Cart ⭐ 246

Paperweekly ⭐ 232

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

Image Visualization Tools (object detection, semantic and instance segmentation)

Sarosperceptionkitti ⭐ 221

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

Pytorch_cpp ⭐ 215

Deep Learning sample programs using PyTorch in C++

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"

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Food Recognition ⭐ 143

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

Paddlers ⭐ 137

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Bmw Anonymization Api ⭐ 137

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

Cvpr 2022 Papers ⭐ 136

CVPR 2022 papers with code (论文及代码）

Largekernel3d ⭐ 132

LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs (CVPR 2023)

Detectron2 ⭐ 130

Detectron2 for Document Layout Analysis

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

Masked Generative Distillation (ECCV 2022)

Achelous ⭐ 116

Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave Radar

Imagenetmodel ⭐ 101

Official ImageNet Model repository

Celldetection ⭐ 93

Instance Segmentation with PyTorch & PyTorch Lightning.

Frostnet ⭐ 86

FrostNet: Towards Quantization-Aware Network Architecture Search

Matconvnet Calvin ⭐ 86

Code for several state-of-the-art papers in object detection and semantic segmentation.

Open source Python library for building bioimage analysis pipelines

Awesomecomputervision ⭐ 84

Awesome Computer Vision Resources

Adversarial Examples for Semantic Segmentation and Object Detection

[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

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

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Jacinto Ai Devkit ⭐ 74

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

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

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

Cap_augmentation ⭐ 58

Cut and paste augmentation for object detection and instance segmentation

Flexinfer ⭐ 55

A flexible Python front-end inference SDK based on TensorRT

Labelme2coco ⭐ 55

Make your own dataset for object detection and transform the format to coco json format

Simplecv ⭐ 48

Simplify training, evaluation, prediction in Pytorch

Coral_usb_ros ⭐ 47

ROS package for Coral Edge TPU USB Accelerator

Deeplabv3plus ⭐ 44

deeplabv3plus2018:Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Mask_rcnn_ros ⭐ 43

The ROS Package of Mask R-CNN for Object Detection and Segmentation

Car Parts Segmentation ⭐ 37

Car parts dataset for object detection and semantic segmentation tasks, provided by DSMLR lab, IT-KMITL.

Structural_inspection_main ⭐ 36

Collection of works in my PhD at Virginia Tech, mostly focused on computer vision and machine learning applications in structural inspection and structural health monitoring.

Intelligent Transportation System ⭐ 35

CV integrated project. Including MOT to track cars and pedestrians, object detection and image classification to get license plate content, semantic segmentation to get zebra crossing, tradition method to get area of lanes .etc.

Image Segmentation ⭐ 35

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.

Dl_notes ⭐ 23

📚 DL & CV & Neural Network

Muad Dataset ⭐ 23

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]

Supervised Compression ⭐ 21

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

Mask Rcnn Tf2.7.0 Keras2.7.0 ⭐ 21

Mask R-CNN for object detection and instance segmentation on Keras==2.7.0 and TensorFlow==2.7.0

Recursivemix Pytorch ⭐ 20

Official Codes and Pretrained Models for RecursiveMix

YouOnlyEncodeOnce - A CNN for Embedded Object Detection and Semantic Segmentation

Sc2 Benchmark ⭐ 18

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

Transparent Object Segmentation ⭐ 16

💎 Transparent objects such as windows and bottles made by glass widely exist in the real world. Segmenting transparent objects is challenging because these objects have diverse appearance inherited from the image background, making them had similar appearance with their surroundings.

Paper Notes ⭐ 15

Paper notes in deep learning/machine learning and computer vision

Casapose ⭐ 13

CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)

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

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.

Code repo for the paper "AIO-P: Expanding Neural Performance Predictors Beyond Image Classification", accepted to AAAI-23.

Tensorflow Advanced Techniques Specialization ⭐ 9

Tensorflow Advanced Technique Specialization

Internvl Mmdetseg ⭐ 9

Train InternViT-6B in MMSegmentation and MMDetection with DeepSpeed

Coremlexamples ⭐ 8

This repository contains sample implementation of models available from iOS developer site.

Capstone Project for Clobotics: Using Mask R-CNN for Rigid/Non-Rigid Retail Consumable Product Detection

Object_detection_classification_ _ford_otosan_intern_p2 ⭐ 7

Development of Deep Learning algorithms for Drivable Area Segmentation, Lane Segmentation, Traffic Sign Detection and Classification with data collected and labeled by Ford Otosan.

Hybrid Residual Network For Pedestrian Detection And Segmentation ⭐ 7

Ukis Metrics ⭐ 6

numpy-based implementation of common performance metrics for semantic image segmentation

Segment Anything And Yolov8 ⭐ 6

Object segmentation in collaboration with Segment Anyting Model and Yolov8

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