2021-10-11 05:48:48 +00:00
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deepstack
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=========
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[DeepStack][1] is an Open-Source AI API engine that serves pre-built models and
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custom models on multiple edge devices locally or on your private cloud.
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2021-10-11 06:50:19 +00:00
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## up and running
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```bash
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2022-02-14 09:52:54 +00:00
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$ mkdir -p data/{datastore,modelstore}
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$ wget -P data/modelstore \
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https://github.com/odd86/deepstack_licenceplate_model/raw/main/models/licence-plate.pt \
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https://github.com/OlafenwaMoses/DeepStack_OpenLogo/releases/download/v1/openlogo.pt \
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https://github.com/OlafenwaMoses/DeepStack_ExDark/releases/download/v1/dark.pt \
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https://github.com/OlafenwaMoses/DeepStack_ActionNET/releases/download/v2/actionnetv2.pt \
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https://github.com/MikeLud/DeepStack-Security-Camera-Models/raw/main/Models/animal.pt \
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https://github.com/avatar42/RMRR.fire/raw/main/fire.pt \
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https://github.com/avatar42/RMRR.birds/raw/main/birds.pt
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2021-10-11 06:50:19 +00:00
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$ docker-compose up -d
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2022-02-14 09:52:54 +00:00
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# Face Detection
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$ http --form http://127.0.0.1:5000/v1/vision/face image@photo.jpg
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{"success": true, "predictions": [...]}
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# Face Recognition
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$ http --form http://127.0.0.1:5000/v1/vision/face/register userid=kevin image1@photo1.jpg image2@photo2.jpg
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{"success": true, "message": "face added"}
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$ http --form http://127.0.0.1:5000/v1/vision/face/recognize image@photo.jpg
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{"success": true, "predictions": [...]}
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# Object Detection
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$ http --form http://127.0.0.1:5000/v1/vision/detection image@photo.jpg
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{"success": true, "predictions": [...]}
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# Custom Models
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$ http --form http://127.0.0.1:5000/v1/vision/custom/animal image@photo.jpg
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{"success": true, "predictions": [...]}
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2021-10-11 06:50:19 +00:00
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```
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2021-10-11 05:48:48 +00:00
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[1]: https://deepstack.cc/
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