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Projects in Awesome Lists tagged with object-detection

A curated list of projects in awesome lists tagged with object-detection .

https://github.com/yatenglg/ssd-pytorch

SSD目标检测算法(Single Shot MultiBox Detector)(简单,明了,易用,全中文注释,单机多卡训练,视频检测)( If you train the model on a single computer and mutil GPU, this program will be your best choice , easier to use and easier to understand )

deep-learning object-detection pytorch ssd

Last synced: 04 Jan 2025

https://github.com/amazon-science/bigdetection

BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training

computer-vision few-shot object-detection pretraining

Last synced: 05 Jan 2025

https://github.com/wuzhihao7788/yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5,YOLOv3, etc.

object-detection ppyolo pytorch yolo yolov3 yolov4 yolov5 yolov5-yolov3

Last synced: 09 Nov 2024

https://github.com/csuhan/ReDet

Official code of the paper "ReDet: A Rotation-Equivariant Detector for Aerial Object Detection" (CVPR 2021)

aerial-imagery mmdetection object-detection rotation-equivariance rotation-invariant-features

Last synced: 27 Nov 2024

https://github.com/Ma-Dan/keras-yolo4

A Keras implementation of YOLOv4 (Tensorflow backend)

keras object-detection yolov4

Last synced: 09 Nov 2024

https://github.com/owen-liuyuxuan/visualdet3d

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection

Last synced: 06 Jan 2025

https://github.com/ibaiGorordo/ONNX-YOLOv8-Object-Detection

Python scripts performing object detection using the YOLOv8 model in ONNX.

computer-vision deep-learning object-detection onnx onnxruntime opencv python yolo yolov8

Last synced: 09 Nov 2024

https://github.com/ternaus/retinaface

The remake of the https://github.com/biubug6/Pytorch_Retinaface

deeplearning face-detection object-detection pytorch retinaface

Last synced: 07 Jan 2025

https://github.com/myfavouritekk/T-CNN

ImageNet 2015 Object Detection from Video (VID)

computer-vision deep-learning detection imagenet-vid object-detection video

Last synced: 31 Oct 2024

https://github.com/ethanhe42/softer-NMS

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

object-detection

Last synced: 27 Nov 2024

https://github.com/taokong/foveabox

FoveaBox: Beyond Anchor-based Object Detector

anchor-free coco detection foveabox object-detection pytorch

Last synced: 04 Jan 2025

https://github.com/jeeliz/jeelizar

JavaScript object detection lightweight library for augmented reality (WebXR demos included). It uses convolutional neural networks running on the GPU with WebGL.

ar arcore arkit augmented-reality deep javascript learning network neural object-detection object-recognition object-tracking real-time video vr web webrtc webxr

Last synced: 06 Jan 2025

https://github.com/yifanzhang713/IA-SSD

Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds (CVPR 2022, Oral)

3d-object-detection autonomous-driving ia-ssd object-detection point-cloud pytorch

Last synced: 28 Oct 2024

https://github.com/nightsnack/YOLObile

This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

deep-learning object-detection yolov4

Last synced: 28 Oct 2024

https://github.com/Owen-Liuyuxuan/visualDet3D

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection

computer-vision icra monocular-3d-detection object-detection pytorch stereo-3d-detection

Last synced: 28 Oct 2024

https://github.com/HikariTJU/LD

Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)

deep-learning detection knowledge-distillation ld object-detection pytorch

Last synced: 05 Nov 2024

https://github.com/mentalstack/yolov5-net

YOLOv5 object detection with C#, ML.NET, ONNX

c-sharp dotnet dotnet-core machine-learning ml-net object-detection onnx yolo yolov5

Last synced: 20 Dec 2024

https://github.com/techwingslab/yolov5-net

YOLOv5 object detection with C#, ML.NET, ONNX

c-sharp dotnet dotnet-core machine-learning ml-net object-detection onnx yolo yolov5

Last synced: 09 Nov 2024

https://github.com/roboflow/zero-shot-object-tracking

Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

computer-vision deep-sort object-detection object-tracking openai-clip

Last synced: 05 Nov 2024

https://github.com/foo123/haar.js

Feature Detection based on Haar Cascades in JavaScript (Viola-Jones-Lienhart et al Algorithm)

computer-vision object-detection viola-jones

Last synced: 05 Jan 2025

https://github.com/ZhangGongjie/Meta-DETR

[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation

computer-vision few-shot-object-detection meta-learning object-detection pytorch

Last synced: 15 Oct 2024

https://github.com/amirbar/detreg

Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

deep-learning object-detection pytorch unsupervised-learning

Last synced: 06 Jan 2025

https://github.com/yuantn/MI-AOD

Code for Multiple Instance Active Learning for Object Detection, CVPR 2021

active-learning cvpr cvpr2021 mil multiple-instance-learning object-detection

Last synced: 28 Nov 2024

https://github.com/frgfm/holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 04 Jan 2025

https://github.com/frgfm/Holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 05 Nov 2024

https://github.com/Zzh-tju/CIoU

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

ciou cluster-nms diou instance-segmentation object-detection yolact

Last synced: 09 Nov 2024

https://github.com/pylabel-project/pylabel

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

annotation-tool bounding-boxes coco computer-vision dataset object-detection yolov5

Last synced: 05 Nov 2024

https://github.com/yqyao/FCOS_PLUS

Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).

anchor-free computer-vision fcos object-detection one-stage pytorch

Last synced: 22 Nov 2024

https://github.com/BMW-InnovationLab/BMW-Labeltool-Lite

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

annotaion auto-label autolabeling bounding-box boundingbox computer-vision deep-learning docker image-annotation inference label labeling-tool labeltool neural-network object-detection smart-labeling synthetic-data tensorflow voc yolov4

Last synced: 14 Nov 2024

https://github.com/NVlabs/FreeSOLO

FreeSOLO for unsupervised instance segmentation, CVPR 2022

cvpr2022 freesolo instance-segmentation object-detection self-supervised-learning

Last synced: 15 Nov 2024

https://github.com/rampal-punia/yolov8-streamlit-detection-tracking

Object detection and tracking algorithm implemented for Real-Time video streams and static images.

machine-learning ml object-detection object-tracker streamlit streamlit-application tracking-algorithm tracking-by-detection yolo yolov8

Last synced: 05 Jan 2025

https://github.com/alexandre01/UltimateLabeling

A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

computer-vision labeling labeling-tool object-detection object-tracking python pytorch video

Last synced: 10 Nov 2024

https://github.com/alexeyab/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

bit1-xnor-inference computer-vision machine-learning neural-network object-detection

Last synced: 08 Jan 2025

https://github.com/mmaaz60/mvits_for_class_agnostic_od

[ECCV'22] Official repository of paper titled "Class-agnostic Object Detection with Multi-modal Transformer".

class-agnostic-detection multimodal-learning object-detection open-world-detection psuedo-labels pytorch

Last synced: 03 Jan 2025

https://github.com/AlexeyAB/yolo2_light

Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)

bit1-xnor-inference computer-vision machine-learning neural-network object-detection

Last synced: 09 Nov 2024

https://github.com/yancie-yjr/StreamYOLO

Real-time Object Detection for Streaming Perception, CVPR 2022

autonomous-driving object-detection streaming-perception

Last synced: 09 Nov 2024

https://github.com/tucan9389/objectdetection-coreml

An example running Object Detection using Core ML (YOLOv8, YOLOv5, YOLOv3, MobileNetV2+SSDLite)

coreml object-detection ssd-mobilenet yolov3 yolov3-tiny yolov5 yolov8

Last synced: 07 Jan 2025

https://github.com/rizwanmunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 06 Jan 2025

https://github.com/tucan9389/ObjectDetection-CoreML

An example running Object Detection using Core ML (YOLOv8, YOLOv5, YOLOv3, MobileNetV2+SSDLite)

coreml object-detection ssd-mobilenet yolov3 yolov3-tiny yolov5 yolov8

Last synced: 11 Nov 2024

https://github.com/adamdad/consistentteacher

[CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection

mmdetection object-detection sample-efficiency semi-supervised-learning semi-supervised-object-detection ssod

Last synced: 01 Jan 2025

https://github.com/maudzung/yolo3d-yolov4-pytorch

YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud (ECCV 2018)

3d-object-detection darknet distributed-training object-detection point-cloud real-time rotated-boxes-iou yolo3d yolov4

Last synced: 02 Jan 2025

https://github.com/maudzung/YOLO3D-YOLOv4-PyTorch

YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud (ECCV 2018)

3d-object-detection darknet distributed-training object-detection point-cloud real-time rotated-boxes-iou yolo3d yolov4

Last synced: 28 Oct 2024

https://github.com/bamwani/car-counting-and-speed-estimation-yolo-sort-python

This project imlements the following tasks in the project: 1. Vehicle counting, 2. Lane detection. 3.Lane change detection and 4.speed estimation

car car-counting computer-vision lane-change-detection lane-detection lane-segmentation object-detection opencv python3 sort sort-tracking speed-detection speed-estimation vehicle-counting vehicle-tracking video yolo

Last synced: 09 Nov 2024

https://github.com/fregu856/3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

3d-deep-learning 3d-detection autonomous-driving computer-vision deep-learning machine-learning object-detection pytorch

Last synced: 27 Nov 2024

https://github.com/RizwanMunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 08 Nov 2024

https://github.com/DocF/multispectral-object-detection

Multispectral Object Detection with Yolov5 and Transformer

deep-learning object-detection pytorch transformer yolov5

Last synced: 09 Nov 2024

https://github.com/gustavz/realtime_object_detection

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV

api deep-learning deep-neural-networks google object-detection opencv python real-time tensorflow

Last synced: 19 Nov 2024

https://github.com/isarsoft/yolov4-triton-tensorrt

This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server

deep-learning docker object-detection tensorrt triton-inference-server yolov4 yolov4-tiny

Last synced: 09 Nov 2024

https://github.com/lucasjinreal/thor

thor: C++ helper library, for deep learning purpose

computer-vision deeplearning object-detection tracking

Last synced: 01 Jan 2025

https://github.com/ar-ray-code/yolox-ros

YOLOX + ROS2 object detection package (C++ only support)

humble object-detection onnxruntime opencv openvino ros2 tensorrt tflite yolox

Last synced: 08 Jan 2025

https://github.com/SamsungLabs/imvoxelnet

[WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

3d-object-detection imvoxelnet kitti mmdetection nuscenes object-detection pytorch scannet sun-rgbd

Last synced: 28 Oct 2024

https://github.com/zfturbo/keras-retinanet-for-open-images-challenge-2018

Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

keras keras-retinanet object-detection pretrained-models

Last synced: 07 Jan 2025

https://github.com/yatenglg/retinanet-pytorch

Retinanet目标检测算法(简单,明了,易用,全中文注释,单机多卡训练,视频检测)(based on pytorch,Simple, Clear, Mutil GPU)

object-detection pytorch retinanet

Last synced: 01 Jan 2025

https://github.com/SimformSolutionsPvtLtd/ARKit-Prototype

After Apple’s introduction of ARKit 2, we have been consistently working behind to create shared-AR experiences. Our goal is to improve the utility of mobile using AR experiences.

arkit arkit-demo arkit2 arworldmap arworldtrackingsessionconfiguration augementedreality body-tracking example face-detection image-detection image-tracking ios live liveimagefilter object-detection realitykit sample scenekit swift

Last synced: 30 Oct 2024

https://github.com/vita-group/slak

[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?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 02 Jan 2025

https://github.com/dme-compunet/YoloSharp

Use YOLO11 in real-time for object detection tasks 🚀 with edge performance ⚡️ powered by ONNX-Runtime.

csharp dotnet image-classification imagesharp instance-segmentation obb object-detection onnx-runtime oriented-object-detection pose-estimation ultralytics yolo yolo11 yolov10 yolov8

Last synced: 09 Nov 2024

https://github.com/Ar-Ray-code/YOLOX-ROS

YOLOX + ROS2 object detection package (C++ only support)

humble object-detection onnxruntime opencv openvino ros2 tensorrt tflite yolox

Last synced: 27 Oct 2024

https://github.com/vitae-transformer/vitae-transformer

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"

ade20k deep-learning imagenet imagenet-classification mscoco object-detection semantic-segmentation vision-transformer vitae-transformer

Last synced: 01 Jan 2025

https://github.com/VITA-Group/SLaK

[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?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 27 Oct 2024

https://github.com/roboflow/roboflow-100-benchmark

Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

computer-vision dataset deep-learning machine-learning object-detection pytorch

Last synced: 06 Jan 2025

https://github.com/hpc203/YOLOP-opencv-dnn

使用OpenCV部署全景驾驶感知网络YOLOP,可同时处理交通目标检测、可驾驶区域分割、车道线检测,三项视觉感知任务,包含C++和Python两种版本的程序实现。本套程序只依赖opencv库就可以运行, 从而彻底摆脱对任何深度学习框架的依赖。

autonomous-driving drivable-area-segmentation lane-lines-detection object-detection opencv opencv-dnn yolop

Last synced: 28 Oct 2024