object-counting

There are 12 repositories under object-counting topic.

• IDEA-Research / T-Rex

  T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

  interactiveobject-countingobject-detectionopen-settext-promptvisual-prompt
  Language:Python 1887

• ahmetozlu / tensorflow_object_counting_api

  🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

  object-detectionobject-countingobject-counting-apiobject-detection-apitensorflowtensorflow-apiobject-detection-labelobject-detection-pipelinesopencvcomputer-visionmachine-learningimage-processingdeep-learningdeep-neural-networksdata-sciencetensorflow-object-detection-apivehicle-countingpedestrian-countingshelf-managementshelf-navigation
  Language:Python 1314

• MuhammadMoinFaisal / YOLOv8-DeepSORT-Object-Tracking

  YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

  object-detectionobject-trackingobjecttrackingspeed-estimationvehicle-countingyoloyolov8yolov8-deepsortobject-counting
  Language:Jupyter Notebook 615
• ivy

  nicholaskajoh / ivy

  Video-based object counting software.

  object-counterobject-countingcomputer-visionvideo-processingvideo-analysis
  Language:Python 425

• tugot17 / YOLO-Object-Counting-API

  The code of the Object Counting API, implemented with the YOLO algorithm and with the SORT algorithm

  object-countingobject-counting-apiobject-counteryoloyolov2object-detectionopencvcomputer-visionvehicle-trackingvehicle-detectionpedestrian-trackingpedestrian-detectionyolo-object-counting-apitensorflowtraffic-analysis
  Language:Python 204

• GuoleiSun / CountSeg

  Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

  object-countinginstance-segmentationweakly-supervised-learningcvpr2019pytorchtpami2020
  Language:Python 161

• DoganK01 / YOLOV7-OBJECT-COUNTER-V1.2

  Distance Detector (People) with Yolov7

  distance-detectiondistance-measuresobject-countingobject-detectionobject-recognitionyolov7artificial-intelligencecomputer-visiondeep-learningmachine-learning
  Language:Jupyter Notebook 84

• VinAIResearch / Counting-DETR

  Few-shot Object Counting and Detection (ECCV 2022)

  class-agnostic-countingclass-agnostic-detectionfew-shot-countingfew-shot-counting-and-detectionfew-shot-learningfew-shot-object-detectionobject-counting
  Language:Python 51

• cxliu0 / PET

  [ICCV 2023] Point-Query Quadtree for Crowd Counting, Localization, and More

  crowdcountingobject-counting
  Language:Python 46

• TannerGilbert / Tensorflow-2-Object-Counting

  Cumulative object counting with Tensorflow 2

  object-detectionobject-detection-apiobject-countingobject-counting-api
  Language:Python 46

• ekilic / Heatmap-Learner-CNN-for-Object-Counting

  Heatmap Learner Convolutional Neural Network for Object Counting and Localization

  carpkcomputer-visionconvolutional-neural-networksdeep-learningobject-countingobject-detectionpucpr
  Language:Python 41

• motokimura / cowc_car_counting

  Project to train/evaluate convolutional neural networks to count cars from COWC aerial images

  deep-learningaerial-imagerysatellite-imagerychainercarobject-counting
  Language:Jupyter Notebook 41

• MuhammadMoinFaisal / YOLOv8-object-tracking-blurring-counting

  Real-Time Object Detection, Tracking, Blurring and Counting using YOLOv8

  object-countingobject-detectionobject-trackingopencvopencv-pythonpythonpytorchtrackingobject-blurringyoloyolov8
  Language:Jupyter Notebook 41

• mohamedamine99 / Object-tracking-and-counting-using-YOLOV8

  This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and the SORT (Simple Online and Realtime Tracking) algorithm for object tracking. The project has been implemented using object-oriented programming principles in Python.

  deep-learninggoogle-colab-notebookobject-countingobject-detectionobject-trackingooppythonsortyolov8
  Language:Jupyter Notebook 40

• vanhaito / YOLOX-ByteTrack-Car-Counter

  Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.

  bytetrackpytorchtensorrtyoloxobject-countingobject-detectionvehicle-detectionvehicle-tracking
  Language:Python 40

• monemati / YOLOv8-DeepSORT-Streamlit

  YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.

  deepsortdetectionobject-countingobject-detectionobject-trackingstreamlitvehicle-countingyoloyolov8yolov8-deepsort
  Language:Python 29
• OktoberfestFoodDataset

  a1302z / OktoberfestFoodDataset

  Publication of our Oktoberfest Food Dataset for Object Detection methods

  datasetdatasetsdeep-learningtensorflow-modelsoktoberfest-food-datasettumcomputer-visionobject-detectionobject-countingbenchmark
  Language:Jupyter Notebook 27

• sustainlab-group / IS-Count

  Code for reproducing IS-Count: Large-scale Object Counting with Importance Sampling (AAAI 2022)

  computational-sustainabilityobject-countingai-for-social-goodrealworld-applicationmachine-learning-models
  Language:Jupyter Notebook 26

• nickorzha / video_objcount

  video-based object counting software for tallying pretty much anything

  computer-visionobject-counterobject-countingvideo-analysisvideo-processing
  Language:Python 21

• DoganK01 / YOLOV7-OBJECT-COUNTER

  Object counting with Yolov7.

  artificial-intelligenceclassificationcomputer-visiondeep-learningmachine-learningobject-classificationobject-countingobject-detectionobject-recognitionpythonyolov7
  Language:Jupyter Notebook 19

• mohamedamine99 / YOLOv8-custom-object-detection

  This repository showcases the utilization of the YOLOv8 algorithm for custom object detection and demonstrates how to leverage my pre-developed modules for object tracking and counting tasks.

  deep-learningmodel-trainingobject-countingobject-detectionobject-trackingopencvultralyticsyolov8
  Language:Jupyter Notebook 17

• Alexandre-Delplanque / HerdNet

  Code for paper "From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?"

  aerial-surveyafricadeep-learningwildlifemammalsobject-countinglivestockobject-detection
  Language:Python 14

• alaradirik / people-counting

  University of Glasgow, MSc Project

  computer-visionopencvcrowd-analysispeople-detectionobject-trackingobject-detectiontensorflowobject-countingmulti-object-trackingpedestrian-trackingpedestrian-countingdeep-learning
  Language:Python 13

• KiLJ4EdeN / ObjectDetection_WithoutAI

  Region labeling based on Canny features and Bounding-box Intersection over Union (IoU).

  object-detectionskimagesegmentationobject-countingpython
  Language:Python 13

• monemati / YOLOv8-Sheep-Detection-Counting

  YOLOv8 Aerial Sheep Detection and Counting. Simulated on Gazebo.

  ardupilotbytetrackgazebogazebo-simulatorobject-counterobject-countingobject-detectionrossimulationyolov8sheep-countingsheep-detectoraerial-image-detectionaerial-robotics
  Language:Python 11

• SaiSwarup27 / Counting-Objects

  Counting number of Objects using Python-OpenCV

  opencvimage-processingobject-countingcounting-objects
  Language:Python 11

• Tudor67 / Object-Counting

  Computer Vision Research Project

  object-countingconvolutional-neural-networksmachine-learning
  Language:Jupyter Notebook 11

• ahmetozlu / object_detection_chooch

  A sample project for super fast real time object detection and counting using CHOOCH AI API and OpenCV.

  object-detectionobject-countingcomputer-visionimage-processingchooch-aireal-time-object-detection
  Language:Python 9

• Elin24 / SPDCN-CAC

  BMVC-2022 paper "Scale-Prior Deformable Convolution for Class-Agnostic Counting"(https://bmvc2022.mpi-inf.mpg.de/313)

  class-agnostic-countingfew-shot-countingobject-counting
  Language:Jupyter Notebook 8

• gurugaurav / OpenCV-vehicle-counting

  OpenCv based live vechicle counting system written in C.

  opencv-pythonvehicle-detectionvehicle-countingmachine-learningobject-countingbackground-subtractionvehicle-tracking
  Language:C++ 7

• hoangtuanvu / Person_Re-Identification

  This project is to re-identify person from multiple cameras

  person-reidentificationcenternetobject-countingyolov3
  Language:Python 7
• Real-Time-Object-Counting

  afsanamimii / Real-Time-Object-Counting

  This is a computer vision project which can detect objects in real time using webcam. It can count different types of object present in the frame.

  object-detectionopencvpython3yolov3computer-visionobject-counting
  Language:Jupyter Notebook 6

• jbantony / yolov5-Object-Counter

  YOLOv5 Object Counter

  object-counterobject-countingyolov5coco-counteryolov5-counter
  Language:Python 6

• arpitmaur07 / Object-Detection-and-Object-Counting

  This project is an object detection and object counting tool built in Python. It uses computer vision techniques and deep learning models to detect objects in images and videos. The object detection is performed using the YOLO algorithm, and the object counting is done using OpenCV.

  object-countingobject-detectionobject-recognitionobject-tracking
  Language:Python 5

• santurini / galaxy-countr

  CounTR applied on FITS Images for the task of Object Counting

  countrcarpkobject-countingpytorch-lightningtensorboardvision-transformerfsc147
  Language:Jupyter Notebook 5

• kadirtuna / LiveProcessedVideoStream

  The Python Flask server publishes the processed video which detects and counts the people frame by frame with Yolo Model.

  computer-visionopencvpythonbroadcastflaskmachine-learningobject-countingobject-detectionstreamingweb-serveryolov5
  Language:Python 4