{"id":25255101,"url":"https://github.com/kaka-lin/object-detection","last_synced_at":"2025-10-27T01:31:18.220Z","repository":{"id":105904144,"uuid":"121488200","full_name":"kaka-lin/object-detection","owner":"kaka-lin","description":"Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)","archived":false,"fork":false,"pushed_at":"2020-03-05T09:02:58.000Z","size":61334,"stargazers_count":190,"open_issues_count":3,"forks_count":46,"subscribers_count":8,"default_branch":"master","last_synced_at":"2024-12-31T13:03:27.335Z","etag":null,"topics":["detection","keras","object-detection","real-time-detection","ssd-mobilenet","tensorflow","tiny-yolo","video-detection","yolov3"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kaka-lin.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2018-02-14T08:36:27.000Z","updated_at":"2024-12-23T08:45:24.000Z","dependencies_parsed_at":"2023-03-14T09:30:35.315Z","dependency_job_id":null,"html_url":"https://github.com/kaka-lin/object-detection","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaka-lin%2Fobject-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaka-lin%2Fobject-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaka-lin%2Fobject-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kaka-lin%2Fobject-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kaka-lin","download_url":"https://codeload.github.com/kaka-lin/object-detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":238422525,"owners_count":19469548,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["detection","keras","object-detection","real-time-detection","ssd-mobilenet","tensorflow","tiny-yolo","video-detection","yolov3"],"created_at":"2025-02-12T05:52:07.119Z","updated_at":"2025-10-27T01:31:17.741Z","avatar_url":"https://github.com/kaka-lin.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Object Detection\n\n* training:\n\n    - [yolov2-tf2](https://github.com/kaka-lin/yolov2-tf2)\n    - [yolov3-tf2](https://github.com/kaka-lin/yolov3-tf2)\n\n* model (Inference):\n\n    - [tiny-YOLOv2](#tiny-yolo)\n    - [YOLOv3](#yolov3)\n    - [SSD-MobileNet v1](#ssd-mobilenet-v1)\n    - [SSDLite-MobileNet v2 (tflite)](#ssdlite-mobilenet-v2)\n\n## Usage\n\n\u003cspan id=\"tiny-yolo\"\u003e\u003c/span\u003e\n### 1. tiny-YOLOv2\n\n* download the [tiny-yolo](https://drive.google.com/file/d/14-5ZojD1HSgMKnv6_E3WUcBPxaVm52X2/view?usp=sharing) file and put it to model_data file\n\n```baash \n$ python3 test_tiny_yolo.py \n```\n\n\u003cspan id=\"yolov3\"\u003e\u003c/span\u003e\n### 2. YOLOv3\n\n* download the [yolov3](https://drive.google.com/open?id=1vdD9TPiTWqvPxtCXdbVSKKksSdu0j_Hn) file and put it to model_data file\n\n```baash \n$ python3 test_yolov3.py \n```\n\n\u003cspan id=\"ssd-mobilenet-v1\"\u003e\u003c/span\u003e\n### 3. SSD-MobileNet v1\n\n```baash \n$ python3 test_ssd_mobilenet_v1.py \n```\n\n\u003cspan id=\"ssdlite-mobilenet-v2\"\u003e\u003c/span\u003e\n### 4. SSDLite-MobileNet v2 (tflite)\n\n* download the [ssdlite-mobilenet-v2](https://drive.google.com/file/d/1Ha9yfjkweCatEo6UoZgZyHMeyIBGe5FO/view?usp=sharing) file and put it to model_data file\n\n```baash \n$ python3 test_ssdlite_mobilenet_v2.py \n```\n\n## Compare\n\n* tiny-YOLOv2\n\n![](/out/tiny_yolo_dog.jpg)\n\n\n* YOLOv3\n\n![](/out/yolov3_dog.jpg)\n\n* SSD-MobileNet v1\n\n![](/out/ssd_mobilenet_v1_dog.jpg)\n\n* SSDLite-MobileNet v2 (tflite)\n![](/out/ssdlite_mobilenet_v2_dog.jpg)\n\n## Acknowledgments\n\n* Thanks to [keras-yolo3](https://github.com/qqwweee/keras-yolo3) for yolov3-keras part.\n* Thanks to [mobile-object-detector-with-tensorflow-lite](https://medium.com/datadriveninvestor/mobile-object-detector-with-tensorflow-lite-9e2c278922d0) for ssdlite-mobilenet-v2 part.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaka-lin%2Fobject-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkaka-lin%2Fobject-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkaka-lin%2Fobject-detection/lists"}