{"id":16648998,"url":"https://github.com/jalajthanaki/real_time_object_detection","last_synced_at":"2025-06-10T18:34:23.024Z","repository":{"id":81621613,"uuid":"116354672","full_name":"jalajthanaki/Real_time_object_detection","owner":"jalajthanaki","description":"This repository contains the code for real-time object detection. I'm using video stream coming from webcam. MobileNet-SSD and OpenCv has been used as base-line approach. 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Base line or basic approach\n2. revised approach\n\n## Dependencies and installation\nFor base line approach there are following libraries which are needed.\n\n* imutils: `$ sudo pip install imutils`\n* Install computervision or CV2 from [here](https://www.pyimagesearch.com/2015/06/22/install-opencv-3-0-and-python-2-7-on-ubuntu/)\n* time - default library of python\n* numpy - `$ sudo pip install numpy`\n\nFor revised approach there are following libraries which are needed.\n\n* os - default library of python\n* Install computervision or CV2 from [here](https://www.pyimagesearch.com/2015/06/22/install-opencv-3-0-and-python-2-7-on-ubuntu/) \n* time - default library of python\n* argparse - default library of python\n* multiprocessing - default library of python\n* numpy `$ sudo pip install numpy`\n* tensorflow - You can refer [this link](https://www.tensorflow.org/install/install_linux)\n\n\n## Usage\n\n#### Run base line approach using following execution steps.\n```\n1. Go to the base_line_model folder.\n    $ cd ./base_line_model\n2. To run the script execute following command.\n    $ python object_detection_app.py\n\n```\n\n#### Run revised approach using following execution steps.\n\n```\n1. Go to the revised_approach folder.\n    $ cd ./revised_approach\n2. To run the script execute following command.\n    $ python real_time_object_detection.py --prototxt MobileNetSSD_deploy.prototxt.txt --model MobileNetSSD_deploy.caffemodel \n\n```\n\n## Credit\n\nThe credit of this code goes to [Dat Tran](https://github.com/datitran) and the blogs provided on [Pyimagesearch site](https://www.pyimagesearch.com/). I've merely created a wrapper to get people started.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjalajthanaki%2Freal_time_object_detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjalajthanaki%2Freal_time_object_detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjalajthanaki%2Freal_time_object_detection/lists"}