{"id":24100173,"url":"https://github.com/alvarowolfx/gcloud-iot-edge-tensorflow","last_synced_at":"2025-10-03T13:32:14.752Z","repository":{"id":35930718,"uuid":"163337800","full_name":"alvarowolfx/gcloud-iot-edge-tensorflow","owner":"alvarowolfx","description":"Asset Tracking using Edge Computing and Computer Vision.","archived":false,"fork":false,"pushed_at":"2022-12-15T22:12:18.000Z","size":29294,"stargazers_count":34,"open_issues_count":4,"forks_count":14,"subscribers_count":7,"default_branch":"master","last_synced_at":"2024-04-14T15:19:43.313Z","etag":null,"topics":["computer-vision","edge-computing","google-cloud","platformio","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alvarowolfx.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-12-27T21:33:21.000Z","updated_at":"2024-02-23T19:23:29.000Z","dependencies_parsed_at":"2023-01-16T09:30:32.713Z","dependency_job_id":null,"html_url":"https://github.com/alvarowolfx/gcloud-iot-edge-tensorflow","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/alvarowolfx%2Fgcloud-iot-edge-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alvarowolfx%2Fgcloud-iot-edge-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alvarowolfx%2Fgcloud-iot-edge-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alvarowolfx%2Fgcloud-iot-edge-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alvarowolfx","download_url":"https://codeload.github.com/alvarowolfx/gcloud-iot-edge-tensorflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":233371026,"owners_count":18666143,"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":["computer-vision","edge-computing","google-cloud","platformio","tensorflow"],"created_at":"2025-01-10T15:58:03.499Z","updated_at":"2025-10-03T13:32:14.700Z","avatar_url":"https://github.com/alvarowolfx.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Asset Tracking using Edge Computing and Computer Vision.\n\nA bunch of ESP32 with camera, a local server (probablye a raspberry pi ) running image classification and object detection using Tensorflow and sending the data to \nprocessed data to Google Cloud.\n\n[Work in Progress]\n\n### Upload firmware with PlatformIO\n\nOpen `esp32-camera-firmware` folder on PlatformIO. Now the firmware have support for two models of esp32 with camera:\n\n* ESP32 Cam from M5 Stack \n* ESP32 Cam from SeedStudio\n\nDepending on your model, change on the platformio.ini file the `env_default` configuration depending on your board (`m5cam` or `esp32cam`). Also you need to change the Wifi credentials on the `sdkconfig.h` file ( `CONFIG_WIFI_SSID` and `CONFIG_WIFI_PASSWORD`). \n\nThen click on upload to flash the firmware into the board.\n\n### Run server edge node\n\nThe server was written using NodeJS, Tensorflow.js library and the CocoSSD model to detect objects on the image.\n\nRun the following commands inside the `edge-server` folder to setup the server:\n\n* Install dependencies:\n    * `npm install`\n* Run server:\n    * `npm start`\n* Open `localhost:3000` to see the UI\n\n### Google Cloud Setup\n\n[Work in Progress]","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falvarowolfx%2Fgcloud-iot-edge-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falvarowolfx%2Fgcloud-iot-edge-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falvarowolfx%2Fgcloud-iot-edge-tensorflow/lists"}