deepstack ========= ![](https://deepquest.sfo2.digitaloceanspaces.com/deepstackcc/static/img/deepstacklogo.png) [DeepStack][1] is an Open-Source AI API engine that serves pre-built models and custom models on multiple edge devices locally or on your private cloud. ## up and running ```bash $ mkdir -p data/{datastore,modelstore} $ wget -P data/modelstore \ https://github.com/odd86/deepstack_licenceplate_model/raw/main/models/licence-plate.pt \ https://github.com/OlafenwaMoses/DeepStack_OpenLogo/releases/download/v1/openlogo.pt \ https://github.com/OlafenwaMoses/DeepStack_ExDark/releases/download/v1/dark.pt \ https://github.com/OlafenwaMoses/DeepStack_ActionNET/releases/download/v2/actionnetv2.pt \ https://github.com/MikeLud/DeepStack-Security-Camera-Models/raw/main/Models/animal.pt \ https://github.com/avatar42/RMRR.fire/raw/main/fire.pt \ https://github.com/avatar42/RMRR.birds/raw/main/birds.pt $ docker-compose up -d # Face Detection $ http --form http://127.0.0.1:5000/v1/vision/face image@photo.jpg {"success": true, "predictions": [...]} # Face Recognition $ http --form http://127.0.0.1:5000/v1/vision/face/register userid=kevin image1@photo1.jpg image2@photo2.jpg {"success": true, "message": "face added"} $ http --form http://127.0.0.1:5000/v1/vision/face/recognize image@photo.jpg {"success": true, "predictions": [...]} # Object Detection $ http --form http://127.0.0.1:5000/v1/vision/detection image@photo.jpg {"success": true, "predictions": [...]} # Custom Models $ http --form http://127.0.0.1:5000/v1/vision/custom/animal image@photo.jpg {"success": true, "predictions": [...]} ``` [1]: https://deepstack.cc/