Math object detectionAn image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.
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Efficientdet.pytorchImplementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
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Vehicle counting tensorflow🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.
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Cnn Paper2🎨 🎨 深度学习 卷积神经网络教程 :图像识别,目标检测,语义分割,实例分割,人脸识别,神经风格转换,GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/
Stars: ✭ 77 (-78.19%)
Fcos tensorflowFCOS: Fully Convolutional One-Stage Object Detection.
Stars: ✭ 87 (-75.35%)
Rectlabel SupportRectLabel - An image annotation tool to label images for bounding box object detection and segmentation.
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Yolov5 ncnn🍅 Deploy NCNN on mobile phones. Support Android and iOS. 移动端NCNN部署,支持Android与iOS。
Stars: ✭ 535 (+51.56%)
AlbumentationsFast 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
Stars: ✭ 9,353 (+2549.58%)
DerpnA novel region proposal network for more general object detection ( including scene text detection ).
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DockerfaceFace detection using deep learning.
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VipVideo Platform for Action Recognition and Object Detection in Pytorch
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GfocalGeneralized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
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Vehicle Detection And TrackingComputer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering
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Yet Another Efficientdet PytorchThe pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
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MyvisionComputer vision based ML training data generation tool 🚀
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Awesome Object DetectionAwesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
Stars: ✭ 6,628 (+1777.62%)
MedicaldetectiontoolkitThe 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.
Stars: ✭ 917 (+159.77%)
Kaggle RsnaDeep Learning for Automatic Pneumonia Detection, RSNA challenge
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Smart constructionHead 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❗❗
Stars: ✭ 586 (+66.01%)
SynthdetSynthDet - An end-to-end object detection pipeline using synthetic data
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Mapmean Average Precision - This code evaluates the performance of your neural net for object recognition.
Stars: ✭ 2,324 (+558.36%)
UnidetObject detection on multiple datasets with an automatically learned unified label space.
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keras cv attention modelsKeras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox
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Tf Faster RcnnTensorflow Faster RCNN for Object Detection
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T CnnImageNet 2015 Object Detection from Video (VID)
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AutomlGoogle Brain AutoML
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Up Detr[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
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Tensorflow object tracking videoObject Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition
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Tfjs Yolo TinyIn-Browser Object Detection using Tiny YOLO on Tensorflow.js
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Centernet2Two-stage CenterNet
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Pytorch Imagenet Cifar Coco Voc TrainingTraining examples and results for ImageNet(ILSVRC2012)/CIFAR100/COCO2017/VOC2007+VOC2012 datasets.Image Classification/Object Detection.Include ResNet/EfficientNet/VovNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLOv3.
Stars: ✭ 130 (-63.17%)
ImageaiA python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Stars: ✭ 6,734 (+1807.65%)
Tensorflow Face DetectionA mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
Stars: ✭ 711 (+101.42%)
Keras object detectionConvert any classification model or architecture trained in keras to an object detection model
Stars: ✭ 28 (-92.07%)
Android YoloReal-time object detection on Android using the YOLO network with TensorFlow
Stars: ✭ 604 (+71.1%)
Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
Stars: ✭ 49 (-86.12%)
Coco Annotator✏️ Web-based image segmentation tool for object detection, localization, and keypoints
Stars: ✭ 1,138 (+222.38%)
Gfocalv2Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021
Stars: ✭ 270 (-23.51%)
Make SenseFree to use online tool for labelling photos. https://makesense.ai
Stars: ✭ 2,087 (+491.22%)
Yolo labelGUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 https://github.com/AlexeyAB/darknet, https://github.com/pjreddie/darknet
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FastmaskrcnnMask RCNN in TensorFlow
Stars: ✭ 3,069 (+769.41%)
Tensorflow Object Detection TutorialThe purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch
Stars: ✭ 113 (-67.99%)
Object DetectionObject detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)
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Vision3dResearch platform for 3D object detection in PyTorch.
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SodAn Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
Stars: ✭ 1,460 (+313.6%)
Pine🌲 Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.
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Nas fpn tensorflowNAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.
Stars: ✭ 198 (-43.91%)
TorchdistillPyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.
Stars: ✭ 177 (-49.86%)
Ssd PytorchSSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity
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VdetlibVideo detection library
Stars: ✭ 177 (-49.86%)
SipmaskSipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
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VottVisual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
Stars: ✭ 3,684 (+943.63%)
Deep Sort Yolov4People detection and optional tracking with Tensorflow backend.
Stars: ✭ 306 (-13.31%)