HASS-Deepstack-object
DeepStack
HASS-Deepstack-object | DeepStack | |
---|---|---|
2 | 8 | |
403 | 647 | |
- | - | |
5.3 | 0.0 | |
about 1 year ago | almost 1 year ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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HASS-Deepstack-object
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Deepstack: Open-Source AI Server
Hi everyone, I am Moses Olafenwa, the CEO and Head of Operations of the company DeepQuest AI (now a UK company based in Greenwich, London). First, apologies for the missing information of our names on the about page. The deepquestai.com website hasn't been updated recently due to our team being a small one and having lots to do.
About DeepStack: DeepStack is an artificial intelligence server we developed late 2018 to empower developers to easily setup, integrate and leverage AI functionalities (blog post: https://medium.com/deepquestai/deepstack-build-ai-powered-ap... ) fully on the edge or their private cloud machines.
Today, DeepStack is available as a Docker image on Docker Hub and native application for Windows, with support for CPUs, modern NVIDIA GPUs, Jetson devices, ARM devices, Linux and MacOS with over 10 millions installs on Docker Hub ( https://hub.docker.com/r/deepquestai/deepstack ). It include functionalities such as Face Recognition/Detection APIs, common objects detection, image superresolution, custom detection models to detect any custom object of interest and many more. You can learn more about the product and using it via the documentation linked below
https://docs.deepstack.cc
DeepStack has a very active community on the official forum https://forum.deepstack.cc and other forums like HomeAssistant ( https://community.home-assistant.io/t/face-and-person-detect... ), IPCamTalk( https://ipcamtalk.com/tags/deepstack/ ) and YouTube ( https://www.youtube.com/results?search_query=deepstack+ai+se... )
From year 2019 after we released DeepStack till early, 2021 the project was largely developed and maintained by John Olafenwa (the creator of the AI server) and I; pretty hard for 2 folks with day job to keep up with everything involved in the project which is why some of our sites are not fully updated. That is about to change in 2022 as we grew to a team of 6 late last year and growing to ensure we keep developing, maintaining and improving DeepStack for the almost a million developers leveraging the server to integrate AI.
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For what do you use your Jetson Nano?
Running Deepstack on it, paired with HASS-Deepstack-object in Home Assistant.
DeepStack
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Code Project AI crashes constantly
I don't know the solution to your problem but you can download deep stack here
- CodeProject.AI Support?
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Deepstack link?
You can download the latest release from their github as well: https://github.com/johnolafenwa/DeepStack/releases/tag/2022.01.1
- Immich - Self-hosted backup photos/videos from your mobile phone (kinda Google Photos replacement) - Progress update May, 22nd 2022. Now with the web interface to view backup assets and user management.
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Error: DeepStack Alert Filter: DeepStack Alert Filter: The operation was canceled.
3) There appears to be a bug with the VISION-FACE module. Some details here: https://github.com/johnolafenwa/DeepStack/issues/99
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Deepstack: Open-Source AI Server
It took quite a bit of clicking to unearth the GitHub repo for this: https://github.com/johnolafenwa/DeepStack#readme and there seem to be plenty of other DeepStack-ish repos in the user's profile
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Any new cool Dockers I have missed the past couple years?
Deepstack - https://github.com/johnolafenwa/DeepStack
- Deepstack AI web site
What are some alternatives?
frigate - NVR with realtime local object detection for IP cameras
DeepCamera - Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite
facenet - Face recognition using Tensorflow
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
facial-recognition - Controlling user authentication with facial recognition
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
awesome-tiny-object-detection - 🕶 A curated list of Tiny Object Detection papers and related resources.
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
vaultwarden - Unofficial Bitwarden compatible server written in Rust, formerly known as bitwarden_rs
mmdetection - OpenMMLab Detection Toolbox and Benchmark
overseerr - Request management and media discovery tool for the Plex ecosystem