{"id":27172868,"url":"https://github.com/jkl404/object_detection_using_opencv","last_synced_at":"2026-04-29T20:33:31.737Z","repository":{"id":258675490,"uuid":"432650663","full_name":"JKL404/Object_Detection_using_OpenCV","owner":"JKL404","description":"Object Detection is MACHINE LEARNING PROJECTS used for the real-time operation which can process images and videos to identify objects, faces. 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By using it, one can process images and videos to identify objects, faces, or even the handwriting of a human. This Project focuses on detecting objects.\n![Object Detection](https://neilyongyangnie.files.wordpress.com/2018/11/0_hmacefect2pyqoxf.jpg)\n\n## Features\n\n- Use machine learning to understand your images with industry-leading prediction accuracy\n- Train machine learning models that classify images by your custom labels\n- Detect objects and faces\n\n\n## Installation\n\n\n![Object Detection](https://s3-us-west-2.amazonaws.com/static.pyimagesearch.com/opencv-yolo/yolo_overpass_output.gif)\n\n\n\n\nInstall the dependencies and devDependencies and start the server.\n\n```sh\npip install flask, python, opencv-python, numpy, matplotlib\npython main.py\n```\n\nVerify the deployment by navigating to your server address in\nyour preferred browser.\n\n```sh\n127.0.0.1:8000\n```\n\n## DEMO\n  \u003ca href='https://object-detection-opencvv.herokuapp.com/'\u003eDemo Link\u003c/a\u003e\n\n  ![Image 1](https://raw.githubusercontent.com/JKL404/Object_Detection_using_OpenCV/main/demo/image-1.png)\n  \n  ![Image 2](https://raw.githubusercontent.com/JKL404/Object_Detection_using_OpenCV/main/demo/image-2.png)\n  \n  ![Image 3](https://raw.githubusercontent.com/JKL404/Object_Detection_using_OpenCV/main/demo/image-3.png)\n  \n  ![Image 4](https://raw.githubusercontent.com/JKL404/Object_Detection_using_OpenCV/main/demo/image-4.png)\n\n## Object List\n  person\n  \n  bicycle\n  \n  car\n  \n  motorbike\n  \n  aeroplane\n  \n  bus\n  \n  train\n  \n  truck\n  \n  boat\n  \n  traffic light\n  \n  fire hydrant\n  \n  stop sign\n  \n  parking meter\n  \n  bench\n  \n  bird\n  \n  cat\n  \n  dog\n  \n  horse\n  \n  sheep\n  \n  cow\n  \n  elephant\n  \n  bear\n  \n  zebra\n  \n  giraffe\n  \n  backpack\n  \n  umbrella\n  \n  handbag\n  \n  tie\n  \n  suitcase\n  \n  frisbee\n  \n  skis\n  \n  snowboard\n  \n  sports ball\n  \n  kite\n  \n  baseball bat\n  \n  baseball glove\n  \n  skateboard\n  \n  surfboard\n  \n  tennis racket\n  \n  bottle\n  \n  wine glass\n  \n  cup\n  \n  fork\n  \n  knife\n  \n  spoon\n  \n  bowl\n  \n  banana\n  \n  apple\n  \n  sandwich\n  \n  orange\n  \n  broccoli\n  \n  carrot\n  \n  hot dog\n  \n  pizza\n  \n  donut\n  \n  cake\n  \n  chair\n  \n  sofa\n  \n  pottedplant\n  \n  bed\n  \n  diningtable\n  \n  toilet\n  \n  tvmonitor\n  \n  laptop\n  \n  mouse\n  \n  remote\n  \n  keyboard\n  \n  cell phone\n  \n  microwave\n  \n  oven\n  \n  toaster\n  \n  sink\n  \n  refrigerator\n  \n  book\n  \n  clock\n  \n  vase\n  \n  scissors\n  \n  teddy bear\n  \n  hair drier\n  \n  toothbrush\n\n## License\n\nMIT\n\n**Free Software, Hell Yeah!**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjkl404%2Fobject_detection_using_opencv","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjkl404%2Fobject_detection_using_opencv","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjkl404%2Fobject_detection_using_opencv/lists"}