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Search results for machine learning object detection

machine-learning x

object-detection x

351 search results found

Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.

Mxnet.sharp ⭐ 139

.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

Xcenternet ⭐ 131

Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in TensorFlow 2.4+.

Yolov8 Streamlit Detection Tracking ⭐ 130

YOLOv8 object detection algorithm and Streamlit framework for Real-Time Object Detection and tracking in video streams.

Dji Aerial Georeferencing ⭐ 128

Detect objects in drone videos and plot them on a map

Simrdwn ⭐ 126

Rapid satellite imagery object detection

Volleyvision ⭐ 122

Applying Deep Learning Approaches to Volleyball Data

Color Tracker ⭐ 122

Color tracking with OpenCV

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Auto Annotate ⭐ 113

Auto-Annotate - Automatically annotate your entire image directory by a single command. As simple as saying - "Annotate all the street sign (label) in the autonomous car dataset (directory)" and BAM! DONE. Each and every image with a street sign in the diverse dataset directory containing images of all sorts which have a street sign are filtered and the segmentation annotation is performed in a single command. The Auto-Annotate tool provides auto annotation of segmentation masks for the object

Airbnb Amenity Detection ⭐ 104

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

Ova Server ⭐ 101

OpenVisionAPI server

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Darknet/YOLO object detection framework

Deep_utils ⭐ 95

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

Voc2coco ⭐ 93

Convert VOC format XMLs to COCO format json

Coremlplayer ⭐ 93

Try CoreML models on multiple images and videos easily and quickly

Daisykit ⭐ 91

DaisyKit is an easy AI toolkit with face mask detection, pose detection, background matting, barcode detection, face recognition and more. - with NCNN, OpenCV, Python wrappers

Easy Yolo ⭐ 91

Yolo (Real time object detection) model training tutorial with deep learning neural networks

People Counter Python ⭐ 88

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

Open source Python library for building bioimage analysis pipelines

Ecoassist ⭐ 81

Simplify camera trap image analysis with ML species recognition models based around the MegaDetector model

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Automatic_number_plate_recognition_yolo_ocr ⭐ 76

Automatic number plate recognition using tech: Yolo, OCR, Scene text detection, scene text recognation, flask, torch

Yolov7 Object Counter V1.2 ⭐ 74

Distance Detector (People) with Yolov7

Tensorflow Lite Rest Server ⭐ 74

Expose tensorflow-lite models via a rest API using FastAPI

Yolov4mlnet ⭐ 73

Use the YOLO v4 and v5 (ONNX) models for object detection in C# using ML.Net

Media annotation and analysis tools for web and desktop. Get started at https://viame.kitware.com

Object Detection ⭐ 72

an api to detect objects on images using server-side tensorflow-js

People Counter Cpp ⭐ 70

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

Smart Retail Analytics ⭐ 68

Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.

Vehicle Counting ⭐ 65

Vehicle counting using Pytorch

Adaptive Real-Time Object Detection System with HOG and CNN Features

Keras Mobile Detectnet ⭐ 64

Fast Object Detector for the Jetson Nano

Insightsolver Colab ⭐ 62

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

Kaggle Rsna ⭐ 61

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

Fasterrcnn ⭐ 59

Clean and readable implementations of Faster R-CNN in PyTorch and TensorFlow 2 with Keras.

Robotics Level 4 ⭐ 59

This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.

Darknet.js ⭐ 59

A NodeJS wrapper of pjreddie's darknet / yolo.

Code for our paper "DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection".

Cppe Dataset ⭐ 58

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

Awesome_machine_learning_solutions ⭐ 58

A curated list of repositories for my book Machine Learning Solutions.

YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

Taggerine ⭐ 56

Annotation tool for images

Face Detection In Python Using Opencv ⭐ 56

Face Detection with Python using OpenCV

Labelme2coco ⭐ 55

Make your own dataset for object detection and transform the format to coco json format

An easy to use/extend object recognition API you can locally install. Python+Flask. Also works with ZMES!

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

Deepstack_exdark ⭐ 53

A DeepStack custom model for detecting common objects in dark/night images and videos.

Isaac_ros_object_detection ⭐ 52

Hardware-accelerated, deep learned model support for object detection including YOLOv8 and DetectNet

Ai Background Remove ⭐ 52

Cut out objects and remove backgrounds from pictures with artificial intelligence

Ai_basketball_games_video_editor ⭐ 51

AI Basketball Games Video Editor is a program to get basketball highlight video by PyTorch YOLOv4 object detection

Unet_darknet ⭐ 51

U-Net implementation on darknet (semantic segmentation)

Easy Yolov7 ⭐ 51

This a clean and easy-to-use implementation of YOLOv7 in PyTorch, made with ❤️ by Theos AI.

Inceptionvisiondemo ⭐ 48

🎥 iOS11 demo application for dominant objects detection.

Realtime_object_recognition ⭐ 48

Realtime Object recognition using OpenCV 3.3 dnn module and pretrained MobileNetSSD caffe model

Awesome Cv Paper Review ⭐ 48

计算机视觉各个方向论文速览

Open Solution Googleai Object Detection ⭐ 46

Open solution to the Google AI Object Detection Challenge 🍁

Concurrent Video Analytic Pipeline Optimization Sample L ⭐ 46

Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.

Ova Client ⭐ 44

OpenVisionAPI client

Onemetric ⭐ 43

One Metrics Library to Rule Them All!

Trafficvision ⭐ 42

MIVisionX toolkit is a comprehensive computer vision and machine intelligence libraries, utilities and applications bundled into a single toolkit.

Cv_dl_gather ⭐ 42

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

License Plate Detection ⭐ 41

{Python}: Detect and extract the license plate of vehicles using Machine Learning and Image Processing Techniques

Ebms_3dod ⭐ 41

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

Video Inference ⭐ 40

Example showing how to do inference on a video file with Roboflow Infer

Showcasing mini projects using OpenCV, where I explore the endless possibilities of computer vision and image processing.

[ICCV 2023] PyTorch implementation of RandBox

Awesome Papers ⭐ 38

机器学习，深度学习，自然语言处理，计算机视觉方面的顶级期刊会议论文集

YOLO Object Detection in Julia

Drowning Detector ⭐ 35

Using YOLO object detection, this program will detect if a person is drowning. This project is still a work in progress, so it can only be implemented with a computer's webcam, and doesn't work completely yet.

Vision Camera Realtime Object Detection ⭐ 34

VisionCamera Frame Processor Plugin to detect objects using TensorFlow Lite Task Vision

Django Object Detection ⭐ 34

Django object detection app using yolov5. Upload new custom model or use any of the yolov5 pre-trained model.

Webapp Computer Vision Streamlit ⭐ 33

Computer Vision application in the web

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.

Cifar 10 ⭐ 32

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

Visionlib ⭐ 32

A simple, easy to use, feature rich, customizable cv library

Yolov3 Cloud Based Fire Detection ⭐ 32

Custom Object detection using YOLOv3 on the cloud. It is trained to detect Fire in a given frame. It can be largely used for Wildfires, fire accidents, etc.

Awesome Dotnet Machine Learning ⭐ 32

A collection of some awesome public machine learning framework, tutorial, blogs, library and applications for .NET.

Graph Representation Analysis for Connected Embeddings

Safety Gear Detector Python ⭐ 32

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Inspection of Power Line Assets: the Dataset (InsPLAD)

Tensorflow Lite Examples Android ⭐ 31

Examples of Tensorflow Lite on Android

Videorecognition Realtime Autotrainer Alerts ⭐ 30

State of the art object detection in real-time using YOLOV3 algorithm. Augmented with a process that allows easy training of the classifier as a plug & play solution . Provides alert if an item in an alert list is detected.

Cognitiveannotationtool ⭐ 29

Automatic Annotation tool for labelling images in bulk with their corresponding bounding box annotations.

Simple Ssd For Beginners ⭐ 29

This repository contains easy SSD(Single Shot MultiBox Detector) implemented with Pytorch and is easy to read and learn

Object Detection Flask Opencv ⭐ 29

👁️ A plain web application for real-time object detection via webcam, using Flask and OpenCV.

Yolo_v3_from_scratch_colab ⭐ 29

Implementing YOLOV3 on google colab

Awesome Computer Vision Guide ⭐ 29

Computer Vision is one of the hottest topics in artificial intelligence. It is making tremendous advances in self-driving cars, robotics as well as in various photo correction apps. Steady progress in object detection is being made every day.

Model Zoo ⭐ 29

Implementations of various Deep Learning models in PyTorch and TensorFlow.

Meta Paper Daily ⭐ 29

定时获取谷歌学术和arxiv论文的相关更新 (代码只有一个py文件，较简单有注释)

Cntk Hotel Pictures Classificator ⭐ 29

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

Pytorch Yolov4 ⭐ 28

Minimal PyTorch implementation of YOLOv4

ETA: Extensible Toolkit for Analytics

Motor Defect Detector Python ⭐ 27

Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.

Object Size Detector Python ⭐ 26

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

Simple mmdetection CPU inference

Sharpmask ⭐ 26

TensorFlow implementation of DeepMask and SharpMask

Retinanet Tensorflow ⭐ 25

Implementation of RetinaNet in TensorFlow

Cntk Python Web Service On Azure ⭐ 25

This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image classifying model produced in CNTK (Cognitive Toolkit) using FasterRCNN

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