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Search results for python object detection

object-detection x

1,540 search results found

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

Mask_rcnn ⭐ 23,745

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

Deep Learning For Image Processing ⭐ 18,759

deep learning for image processing including classification and object-detection etc.

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

Albumentations ⭐ 13,439

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Frigate ⭐ 13,106

NVR with realtime local object detection for IP cameras

Detr ⭐ 12,391

End-to-End Object Detection with Transformers

Swin Transformer ⭐ 12,215

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Paddledetection ⭐ 11,653

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Deep_learning_object_detection ⭐ 10,821

A paper list of object detection using deep learning.

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

Yolox ⭐ 8,759

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Pytorch Grad Cam ⭐ 8,723

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Imageai ⭐ 8,051

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Tensorlayer ⭐ 7,288

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Autogluon ⭐ 7,109

Fast and Accurate ML in 3 Lines of Code

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Nanodet ⭐ 5,416

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Object Detection Metrics ⭐ 4,693

Most popular metrics used to evaluate object detection algorithms.

Ssd.pytorch ⭐ 4,507

A PyTorch Implementation of Single Shot MultiBox Detector

Mmdetection3d ⭐ 4,497

OpenMMLab's next-generation platform for general 3D object detection.

Pointnet ⭐ 4,396

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Groundingdino ⭐ 4,165

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

Layout Parser ⭐ 4,107

A Unified Toolkit for Deep Learning Based Document Image Analysis

Damo Yolo ⭐ 3,598

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Tensorflow Yolov3 ⭐ 3,596

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

Tf Faster Rcnn ⭐ 3,595

Tensorflow Faster RCNN for Object Detection

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Adelaidet ⭐ 3,275

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

A Pytorch Tutorial To Object Detection ⭐ 2,873

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Deepsparse ⭐ 2,729

Sparsity-aware deep learning inference runtime for CPUs

Pytorch Yolo V3 ⭐ 2,720

A PyTorch implementation of the YOLO v3 object detection algorithm

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Luminoth ⭐ 2,395

Deep Learning toolkit for Computer Vision.

Mmyolo ⭐ 2,366

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

Internimage ⭐ 2,186

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

Norfair ⭐ 2,168

Lightweight Python library for adding real-time multi-object tracking to any detector.

Centertrack ⭐ 2,137

Simultaneous object detection and tracking using center points.

Tensorflow Yolov4 Tflite ⭐ 2,135

YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite

Scaledyolov4 ⭐ 2,001

Scaled-YOLOv4: Scaling Cross Stage Partial Network

Smart_construction ⭐ 1,958

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

Raster Vision ⭐ 1,956

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

3d Pointcloud ⭐ 1,940

Papers and Datasets about Point Cloud.

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Yolo_v3_tutorial_from_scratch ⭐ 1,797

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

Photonix ⭐ 1,793

A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.

Centernet ⭐ 1,778

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

Ailia Models ⭐ 1,708

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Yolop ⭐ 1,658

You Only Look Once for Panopitic Driving Perception.（MIR2022）

Detrex ⭐ 1,644

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

Tensorrt_demos ⭐ 1,615

TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet

Object Detection And Tracking ⭐ 1,614

Object Detection and Multi-Object Tracking

Easycv ⭐ 1,614

An all-in-one toolkit for computer vision

Yolov4 Pytorch ⭐ 1,572

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

Bevfusion ⭐ 1,565

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

Ssd_keras ⭐ 1,562

A Keras port of Single Shot MultiBox Detector

Second.pytorch ⭐ 1,557

SECOND for KITTI/NuScenes object detection

Open3d Ml ⭐ 1,530

An extension of Open3D to address 3D Machine Learning tasks

Keras Yolo3 ⭐ 1,519

Training and Detecting Objects with YOLO3

Deepcamera ⭐ 1,506

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

Efficientdet Pytorch ⭐ 1,482

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

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Efficientdet.pytorch ⭐ 1,408

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

Yolov3_tensorflow ⭐ 1,392

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

Weighted Boxes Fusion ⭐ 1,387

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

Votenet ⭐ 1,357

Deep Hough Voting for 3D Object Detection in Point Clouds

Spark ⭐ 1,355

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Fastdup ⭐ 1,313

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

Pytorch Ssd ⭐ 1,301

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Autodistill ⭐ 1,286

Images to inference with no labeling (use foundation models to train supervised models)

Py Motmetrics ⭐ 1,281

📊 Benchmark multiple object trackers (MOT) in Python

Viseron ⭐ 1,263

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

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.

Hcaptcha Challenger ⭐ 1,247

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

Uninext ⭐ 1,247

[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

Sparser Cnn ⭐ 1,242

[CVPR2021] End-to-End Object Detection with Learnable Proposal

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.

Yolov3 Model Pruning ⭐ 1,149

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

Centernet2 ⭐ 1,116

Two-stage CenterNet

Involution ⭐ 1,106

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

Opencvtutorials ⭐ 1,076

OpenCV-Python4.1 中文文档

Yolov4 Deepsort ⭐ 1,064

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

Demo Self Driving ⭐ 1,057

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

Panet ⭐ 1,054

PANet for Instance Segmentation and Object Detection

Tensorflow_object_counting_api ⭐ 1,023

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

Vit Adapter ⭐ 1,003

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Complex Yolov4 Pytorch ⭐ 988

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

Frustum Pointnets ⭐ 974

Frustum PointNets for 3D Object Detection from RGB-D Data

Tensornets ⭐ 968

High level network definitions with pre-trained weights in TensorFlow

Bmw Tensorflow Training Gui ⭐ 954

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Videoflow ⭐ 953

Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

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