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Top 785 object-detection open source projects

Od Annotation
Fcos plus
Some improvements (center sample) about FCOS (FCOS: Fully Convolutional One-Stage Object Detection).
Keras Retinanet For Open Images Challenge 2018
Code for 15th place in Kaggle Google AI Open Images - Object Detection Track
Hass Deepstack Object
Home Assistant custom component for using Deepstack object detection
Vovnet Detectron2
VoVNet backbone networks for detectron2, in CVPR 2020
Computer Vision Guide
📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.
[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing
Real time object detection and tracking
YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker
🌮 Trash Annotations in Context Dataset Toolkit
This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
Mxnet Yolo
YOLO: You only look once real-time object detector
Arkit2.0 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.
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
weakly-supervised object detection platform.
D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)
Ssd Variants
PyTorch implementation of several SSD based object detection algorithms.
The remake of the
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.
End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
Bbox Visualizer
Make drawing and labeling bounding boxes easy as cake
Object detection tracking
Out-of-the-box code and models for CMU's object detection and tracking system for surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20
PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference
Object detection on multiple datasets with an automatically learned unified label space.
Lfd A Light And Fast Detector
LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.
Image segmentation - general superpixel segmentation & center detection & region growing
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Syndata Generation
Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper
Yolodet Pytorch
reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5,YOLOv3, etc.
Cnn From Scratch
A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset
Pytorch simple centernet 45
A simple pytorch implementation of CenterNet (Objects as Points)
Tiny Dsod
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage
Image processing using python and opencv
Yolov4 Custom Functions
A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
Ros people object detection tensorflow
An extensive ROS toolbox for object detection & tracking and face/action recognition with 2D and 3D support which makes your Robot understand the environment
🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.
👁 Sightseer: TensorFlow library for state-of-the-art Computer Vision and Object Detection models
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
Yolo Tf
TensorFlow implementation of the YOLO (You Only Look Once)
Traffic Sign Detection
Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
Nas fpn tensorflow
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.
thor: C++ helper library, for deep learning purpose
Caffe codes for our papers "Multiple Instance Detection Network with Online Instance Classifier Refinement" and "PCL: Proposal Cluster Learning for Weakly Supervised Object Detection".
Person Detection And Tracking
A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking
ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
Py R Fcn Multigpu
Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe
Yolov3 Object Detection With Opencv
This project implements a real-time image and video object detection classifier using pretrained yolov3 models.
Layout Parser
A Python Library for Document Layout Understanding
Awesome Video Object Detection
This is a list of awesome articles about object detection from video.
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