{"id":21622423,"url":"https://github.com/zafarrehan/object_detection_coco","last_synced_at":"2025-10-10T00:03:18.012Z","repository":{"id":231157077,"uuid":"441655278","full_name":"zafarRehan/object_detection_COCO","owner":"zafarRehan","description":"This repo uses pre-trained SSD MobileNet V3 model to detect objects belonging to 80 different classes in images and 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Object Detection\n\nThis repository uses pre-trained MobileNet-SSD v3 model for Object Detection\nhttps://github.com/opencv/opencv/wiki/TensorFlow-Object-Detection-API\n\nThe model uses COCO dataset for training\nhttps://cocodataset.org/#overview\n\nThe COCO dataset consists of 80 classes of images (\u003ca href=\"/labels.txt\"\u003eView all\u003c/a\u003e) so the objects detected would belong from one of these classes only.\n\nYou can download the test_video from: \u003cbr/\u003e\nhttps://drive.google.com/file/d/1EPngtG-X4NCOoadeo1Fk556Yhejuvp5C/view?usp=sharing\u003cbr/\u003e\nor you can use any video of your choice\n\u003ch2\u003e Required Libraries \u003c/h2\u003e\n\n    pip install opencv-python\n    \n\u003c/br\u003e\n\u003ch2\u003e Usage \u003c/h2\u003e\nThis repository has 2 files: \u003cbr/\u003e\n1. detection_code_image.py \u003cbr/\u003e\n2. detection_code_video.py \u003cbr/\u003e\n\n\u003ch3\u003e Image \u003c/h3\u003e\n\nChange the 'your image path' in detection_code_image.py at line:23 to the path of your image to detect objects in your Image\n\n\u003ch4\u003e Example Input Image: \u003c/h4\u003e\n\u003cimg src=\"/test_image.png\" width=500\u003e\n\u003ch4\u003e Example Output Image: \u003c/h4\u003e\n\u003cimg src=\"/test_output.png\" width=500\u003e\n\n\u003ch3\u003e Video \u003c/h3\u003e\n\nChange the 'your image path' in detection_code_video.py at line: 21 to the path of your video to detect objects in your Video\n\n\u003ch4\u003e Example Input Video: \u003c/h4\u003e\n\u003ca href=\"https://drive.google.com/file/d/1EPngtG-X4NCOoadeo1Fk556Yhejuvp5C/view?usp=sharing\"\u003e\u003cimg src=\"/input_video_thumb.png\" width=500\u003e\u003c/a\u003e\n\n\u003ch4\u003e Example Output Video: \u003c/h4\u003e\n\u003ca href=\"https://drive.google.com/file/d/1y52-GFJHX28FRxgSJZVlkGvQsnY8ML75/view?usp=sharing\"\u003e\u003cimg src=\"/output_thumb.png\" width=500\u003e\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzafarrehan%2Fobject_detection_coco","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzafarrehan%2Fobject_detection_coco","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzafarrehan%2Fobject_detection_coco/lists"}