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Top 372 detection open source projects

Synthdet

SynthDet - An end-to-end object detection pipeline using synthetic data

✭ 148

deep-learning machine-learning computer-vision object-detection detection pose-estimation

Anomaly detection tuto

Anomaly detection tutorial on univariate time series with an auto-encoder

✭ 144

jupyter-notebook tutorial deeplearning time-series detection anomalydetection

Jeelizfacefilter

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

✭ 2,042

javascript python deep-learning library web 3d webgl camera detection threejs lightweight face-detection tracking augmented-reality face snapchat face-tracking faceswap multiple-faces face-filters face-detect

Scene Text Recognition

Scene text detection and recognition based on Extremal Region(ER)

✭ 146

machine-learning computer-vision image-processing algorithm opencv ocr detection svm text-recognition classifier

Kinobot

Aesthetically perfectionist bot for cinephiles

✭ 144

python facebook detection movie

Fuxploider

File upload vulnerability scanner and exploitation tool.

✭ 1,997

python Dockerfile pentesting detection exploitation vulnerability-scanner takeover

Mobilenet Ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

✭ 1,805

python shell detection caffe mobilenet ssd mobilenet-ssd

Deep Learning For Tracking And Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

✭ 1,920

shell deep-learning object-detection segmentation detection tracking papers optical-flow tracking-by-detection code-collection paper-collection

Svhn Deep Digit Detector

Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.

✭ 137

python tensorflow keras detection

Paddlex

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

✭ 3,399

python C++HTML CMake C#java deep-neural-networks neural-networks deeplearning classification segmentation detection deployment resnet yolov3 mobilenet unet industry jetson

Whatwaf

Detect and bypass web application firewalls and protection systems

✭ 1,881

python detection web-application firewall waf bypass fingerprinting web-application-firewall web-application-firewall-bypassing

Nanonets object tracking

✭ 134

python detection yolo kalman-filter

Robot Grasp Detection

Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.

✭ 134

python deep-learning tensorflow deep-neural-networks detection image-classification

Luna16 Lung Nodule Analysis 2016 Challenge

LUNA16-Lung-Nodule-Analysis-2016-Challenge

✭ 133

python classification detection resnet

Up Detr

[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

✭ 126

python detection cvpr coco

Simpsonrecognition

Detect and recognize The Simpsons characters using Keras and Faster R-CNN

✭ 131

jupyter-notebook keras convolutional-neural-networks classification detection recognition

Skindetector

A Python based skin detection system using OpenCV

✭ 130

python computer-vision opencv detection

Make Sense

Free to use online tool for labelling photos. https://makesense.ai

✭ 2,087

typescript SCSS deep-learning computer-vision object-detection detection tagging pascal-voc image-annotation landmark-detection labeling-tool ssd-model posenet-model labeling-photos

Svm Classification Localization

HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

✭ 130

python detection svm pca

Vehicle Detection

Compare FasterRCNN,Yolo,SSD model with the same dataset

✭ 130

detection yolo yolov3 ssd vehicle

Pytorch Imagenet Cifar Coco Voc Training

Training 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.

✭ 130

python pytorch classification detection resnet apex imagenet yolov3 darknet coco

Awesome Gan For Medical Imaging

Awesome GAN for Medical Imaging

✭ 1,814

gan deeplearning generative-adversarial-network segmentation detection super-resolution medical-imaging registration reconstruction ct-denoising medical-image-synthesis

Yolo label

GUI 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

✭ 128

object-detection detection yolo yolov3 annotation

Craft Remade

Implementation of CRAFT Text Detection

✭ 127

python pytorch ocr detection text-detection craft

Opennpd

C++ detect and train of "A Fast and Accurate Unconstrained Face Detector".

✭ 126

detection face binary feature

Typefont

The first open-source library that detects the font of a text in a image.

✭ 1,575

javascript HTML computer-vision image-processing algorithms font ocr detection

Toptal logo detector

✭ 121

ios computer-vision opencv detection

Labelbox

Labelbox is the fastest way to annotate data to build and ship computer vision applications.

Faster rcnn pytorch

Faster RCNN with PyTorch

✭ 1,589

python cython c Cuda pytorch computer-vision detection faster-rcnn

Face landmark factory

These are a set of tools using OpenCV, Tensorflow and Keras, with which you can generate your own model of facial landmark detection and demonstrate the effect of newly-generated model easily.

✭ 120

python tensorflow keras detection face annotation automated

Model Quantization

Collections of model quantization algorithms

✭ 118

python cnn classification segmentation detection compression quantization

Mobilenet

MobileNet build with Tensorflow

✭ 1,531

python shell tensorflow detection slim mobilenets multigpu

Dstl unet

Dstl Satellite Imagery Feature Detection

✭ 117

jupyter-notebook deep-learning segmentation detection satellite

Ac Fpn

Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》

✭ 117

python detection instance-segmentation

Sfd.pytorch

S3FD: single shot face detector in pytorch

✭ 116

jupyter-notebook detection

Halogen

Automatically create YARA rules from malicious documents.

✭ 116

python security detection

Macos Attack Dataset

JSON DataSet for macOS mapped to MITRE ATT&CK Tactics.

✭ 116

macos detection threat-hunting elastic blueteam mitre-attack

Awesome Threat Detection

A curated list of awesome threat detection and hunting resources

✭ 1,804

security awesome awesome-list detection resources threat-hunting intrusion-detection hunting

Shuriken

Cross-Site Scripting (XSS) command line tool for testing lists of XSS payloads on web apps.

✭ 114

python pentesting detection exploitation xss web-security

Eqcorrscan

Earthquake detection and analysis in Python.

✭ 113

python detection

Tensorflow Object Detection Tutorial

The 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

✭ 113

python tensorflow tutorial object-detection gpu cuda detection tensorflow-models classifier labels cudnn

Tabulo

Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow<2.0 and Sonnet.)

✭ 110

python deep-learning tensorflow detection ocr ssd tesseract

Underwater Object Detection Mmdetection

和鲸社区Kesci 水下目标检测算法赛（光学图像赛项）三等奖单模方案

✭ 112

python detection

Mtcnn

MTCNN face detection implementation for TensorFlow, as a PIP package.

✭ 1,689

Jupyter Notebook python tensorflow package detection face pip mtcnn landmark

Sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Facemaskdetection

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

✭ 1,677

Jupyter Notebook python C++pytorch detection caffe

Yolov5 Rt Stack

Yet another yolov5, with its runtime stack for libtorch, onnx, tvm and specialized accelerators. You like torchvision's retinanet? You like yolov5? You love yolort!

✭ 107

python pytorch visualization detection yolo inference jit onnx lightning

Ssd Pytorch

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

✭ 107

python deep-learning pytorch computer-vision object-detection deep-neural-networks neural-networks deeplearning detection ssd detector

Netcap

A framework for secure and scalable network traffic analysis - https://netcap.io

✭ 1,519

go python shell Dockerfile security monitoring network detection analysis traffic intrusion

Yolo2 Pytorch

YOLOv2 in PyTorch