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Search results for machine learning object detection

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351 search results found

Tensorflow Object Detection ⭐ 25

📦 Operationalizing TensorFlow Object Detection on Azure

100daysofmlcode ⭐ 25

This repository will be the journal for 100DaysOfMLCode pledge started by Siraj.

Ebms_regression ⭐ 24

Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).

Detectron2 Publaynet ⭐ 24

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

Live Cctv ⭐ 24

To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.

Store Traffic Monitor Python ⭐ 24

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Real Time Object Detection Api Using Tensorflow ⭐ 24

A Transfer Learning based Object Detection API that detects all objects in an image, video or live webcam. An SSD model and a Faster R-CNN model was pretrained on Mobile net coco dataset along with a label map in Tensorflow. This model were used to detect objects captured in an image, video or real time webcam. Open CV was used for streaming objects and preprocessing.

Deepstack Trainer ⭐ 24

deepstack trainer is a Flask powerd, easy to use web app, hepls us to train and test Deepstack AI

Sharingan ⭐ 24

Real-Time object detection app, built with Tensorflow.js.

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Sound_event_detection ⭐ 23

🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.

Anpr With Yolo V4 ⭐ 22

Automatic License Plate Recognition using Yolo v4 (2020-1 CNU SW Capstone Design Project)

Indoor Pet Detection ⭐ 22

A demo project for indoor pet detection using Unity generated synthetic data.

Real Time Vehicle Dection Python ⭐ 21

A python project that does real-time vehicle detection using a trained car-cascade Model

Parking Lot Counter Cpp ⭐ 21

Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.

Event_representation_study ⭐ 21

Official PyTorch implementation of the ICCV 2023 paper: From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection.

Port of Darknet YOLO for Go ecosystem

Object Detection Api ⭐ 21

A django web-app that provides object detection using YOLOv3 and also an API.

Detectron2 Licenseplates ⭐ 21

Train license plates detection model using Detectron2

Object Detecion Via Smartphone Camera Using Faster R Cnn ⭐ 21

Detecting objects captured in the frame of a Smartphone Camera using Faster R-CNN algorithm. TensorFlow Object Detection API has been used for back end & OpenCV has been used to process the frames of video captured from Smartphone Camera. IPWebcam app is used to link Smarthphone to Object Detection Code

Yolov4 Tiny In Unitycg Hlsl ⭐ 20

A modern object detector inside fragment shaders

Industrial Anomaly Detection ⭐ 20

Run multiple independent anomaly detection (object flaws and motor defects) workloads on a single system via multiple virtual machines using a Kernel-based Virtual Machine (KVM) host.

Custom Object Detection Using Darkflow ⭐ 20

Make custom objects dataset and detect them using darkflow. Darkflow is a tensorflow translation of Darknet.

Javascript Sdk ⭐ 20

Use custom trained Cloud Annotations models with TensorFlow.js

Shopper Gaze Monitor Python ⭐ 20

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Inception ⭐ 20

Real time image recognition using Core ML

Robot Niko ⭐ 20

Robot niko with raspberry pi and python

Chainer Light Head Rcnn ⭐ 19

[This project has moved to ChainerCV] Chainer Implementation of Light Head RCNN

Detection Amlworkbench ⭐ 19

Visionai ⭐ 19

VisionAI library

Blackjack Basic Strategy ⭐ 19

A computer vision powered Blackjack basic strategy app powered by Roboflow.

Restricted Zone Notifier Python ⭐ 19

Secure work areas and send alerts if someone enters the restricted space.

Yolov7 Object Counter ⭐ 18

Object counting with Yolov7.

Targetran ⭐ 18

Python library for data augmentation in object detection or image classification model training

Store Aisle Monitor Python ⭐ 18

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Object Flaw Detector Cpp ⭐ 18

Detect various irregularities of a product as it moves along a conveyor belt.

Object Flaw Detector Python ⭐ 17

Detect various irregularities of a product as it moves along a conveyor belt.

Maskrcnn ⭐ 17

MaskRCNN object detection implemented by Keras.

Labs Intelligentapis ⭐ 17

Intelligent APIs aim to make machine learning (ML) tasks easier for UWP developers to leverage in their applications without needing ML expertise or creating a new model.

Real Time Object Detection For Autonomous Driving Using Deep Learning ⭐ 17

My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.

Scikit Image Processing ⭐ 17

Image processing examples with Numpy, Scipy, and Scikit-image

Yolo Object Detection ⭐ 16

YOLO Algorithm (Yolov2 model) trained on COCO Dataset for Object Detection

Insect Detect ⭐ 16

Detection models and Python scripts for automated insect monitoring with the Insect Detect DIY camera trap.

Detection Attributes Fields ⭐ 16

PyTorch implementation of "Detecting 32 Pedestrian Attributes for Autonomous Vehicles"

Torchbox3d ⭐ 16

3D Perception toolbox.

Awesome Models ⭐ 16

The Awesome Models is where the developer's to download PyTorch , Keras and Tensorflow pre-trained models.

Intruder Detector Python ⭐ 16

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

AdaDet: A Development Toolkit for Object Detection based on ModelScope

A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Current proof of concept work being fulfilled on Bird Audio clips using Microfaune predictions.

Paper Notes ⭐ 15

Paper notes in deep learning/machine learning and computer vision

Coreml And Vision With A Pre Trained Deep Learning Ssd Model ⭐ 15

This project shows how to use CoreML and Vision with a pre-trained deep learning SSD (Single Shot MultiBox Detector) model. There are many variations of SSD. The one we’re going to use is MobileNetV2 as the backbone this model also has separable convolutions for the SSD layers, also known as SSDLite. This app can find the locations of several different types of objects in the image. The detections are described by bounding boxes, and for each bounding box, the model also predicts a class.

Towards Explainable Ai System For Traffic Sign Recognition And Deployment In A Simulated Environment ⭐ 15

This project is part of the CS course 'Systems Engineering Meets Life Sciences I' at Goethe University Frankfurt. In this Computer Vision project, we present our first attempt at tackling the problem of traffic sign recognition using a systems engineering approach.

Ncs Pi Stream ⭐ 15

Stream video on the web from RPi with object detection using Movidius Neural Compute Stick

Intruder Detector Cpp ⭐ 15

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

A curated list of machine learning and AI projects.

Process Google Dataset ⭐ 14

Process Google Dataset is a library to download and process images for Neural Networks from a Google Image Search using a Chrome extension and a simple Python code.

Deep Learning With Googlecolab ⭐ 14

Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

Inference Server Old ⭐ 13

Object detection inference with Roboflow Train models on NVIDIA Jetson devices.

Tfdetect ⭐ 13

C++ CPU inference library for Tensorflow object detection models based on the lightweight Tensorflow C-API.

Shopper Gaze Monitor Cpp ⭐ 12

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Edgetpu_ros ⭐ 12

ROS package for the Google Edge TPU

Awesome Fpga List ⭐ 12

A collection of some awesome public FPGA projects.

Pytorch YoloV3 implementation from scratch

Keras Facemask Detection System ⭐ 12

Face-mask detection system using YOLOv3 in Keras

Sensecraft Ai ⭐ 12

An application suite including an open-source inference server and web UI to deploy any YOLOv8 model to NVIDIA Jetson devices and visualize captured streams, with one line of code.

Person_detection_from_cctv_video ⭐ 11

detect the no of people every second entering building gate. #person-detection

Yolov3 Object Tracking ⭐ 11

Object tracking with YOLOv3, YOLOv3-tiny, Deep Sort and Tensorflow. This repository implements YOLOv3 and Deep SORT in order to perfrom real-time object tracking.

Onepetri ⭐ 11

Accelerate common Petri dish assays with AI.

Social Distance ⭐ 11

Build a solution that recognizes people within a specific area and measures the distance between them. Get an alert if the distance is less than a specified amount.

Pysdkexamples ⭐ 11

DeGirum PySDK Usage Examples

Store Aisle Monitor Cpp ⭐ 11

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Core Ml Custom Object Detection ⭐ 11

Mxnet Gluoncv Aws Coursera ⭐ 11

This repo includes my solutions to the Coursera course offered by AWS titled "AWS Computer Vision: Getting Started with GluonCV", in addition to more tutorials and in-depth handson labs. Please 🌟 the repo if you like it ☝️ Create an Issue or preferably a PR for any improvement. 🚀

Maplestorydetectionsamplegenerator ⭐ 11

Generate machine learning object detection samples from Maplestory in different formats (TFRecord, darknet, COCO...)

React Native Image Recognition Object Detection ⭐ 10

React Native / Expo image classification and object detection demos

Object Depth Detection Based Hybrid Distance Estimator ⭐ 10

We use our VDEmodel. Our purpose is that predict the distance between car based on Deep-Learning.

Yellow Sticky Traps Dataset ⭐ 10

Yellow Sticky Traps Dataset with improved annotations. Based on: "Raw data from Yellow Sticky Traps with insects for training of deep learning Convolutional Neural Network for object detection" by A.T. Nieuwenhuizen et. al.

React Ml Kit ⭐ 10

A collection of React hooks that enable developers to integrate artificial intelligence functionalities using machine learning models directly into their web applications.

Object Detection ⭐ 10

Real-time Object Detection using Tensorflow and Javascript

Safety Gear Detector Cpp ⭐ 10

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

Hand_detection_tflite_android ⭐ 10

Hand Detection using TFLite in Android. Uses Victor Dibia's model checkpoints.

Shopper Mood Monitor Cpp ⭐ 10

Detect the mood of shoppers as they look at a retail or kiosk display.

Notebooks ⭐ 10

🔬 Sharing your data science notebooks with the community has never been this easy.

Intelligent Kiosk Analytics Cpp ⭐ 10

Determine the demographics of an audience using the Intel® Distribution of OpenVINO™ toolkit, and then adjust the ads to match the audience.

Store Traffic Monitor Cpp ⭐ 10

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

American Sign Language Detection Android App using SSD_Mobilenet | Google Colab

Rtsf At Checkout Reference Design ⭐ 9

Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.

Yolov5 Tensorrt ⭐ 9

Real-time object detection with YOLOv5 and TensorRT

Deeplearningtutorial ⭐ 9

Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!

Deepstack_actionnet ⭐ 9

A custom DeepStack model for detecting 16 human actions.

Ck Object Detection ⭐ 9

CK research workflows for object detection

Yolov3mlnet ⭐ 9

Use the YOLO v3 (ONNX) model for object detection in C# using ML.Net

Automated Vending ⭐ 9

Deploy sensor fusion technology for an automated checkout that enables real-time insight about the products consumers are buying using the EdgeX Foundry* extensible framework.

Germinationprediction ⭐ 9

Accurate Machine Learning Based Germination Detection, Prediction and Quality Assessment of Different Seed Cultivars

Digit Draw Detect ⭐ 8

An app for handwritten digit detection

Brain Tumor Segmentations ⭐ 8

Segment brain tumors in raw MRI images by applying the U-Net architecture.

Motor Defect Detector Cpp ⭐ 8

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.

Azureml Keras Yolov3 Custom ⭐ 8

Keras implementation of YOLO v3 for object detection with training and deployment in Azure ML.

A collection of utilities related to various computer vision tasks

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