HASS-Deepstack-object
fEVR
HASS-Deepstack-object | fEVR | |
---|---|---|
2 | 5 | |
403 | 73 | |
- | - | |
5.3 | 4.3 | |
about 1 year ago | 4 months ago | |
Python | Python | |
MIT License | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
fEVR
- fEVR v0.6.0 Released 🎉
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frigate Event Video Recorder v0.6 Release Candidate Released | Rewritten in Flask
BeardedTek-com/fEVR Issues
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AI Object Detection with fEVR - frigate Event Video Recorder
In Issue #3 Development Path, I lay out the goals of the project's future. I'm keeping it as a living changing document for the future of it as I see it.
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CCTV Recommendations
https://www.reddit.com/r/selfhosted/comments/tt869o/fevr_frigate_event_video_recorder_v051_released/
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fEVR - frigate Event Video Recorder v0.5.1 Released
If you find value in this, please give back. Filing a [bug report, suggestion or feature request](https://github.com/BeardedTek-com/fEVR/issues/new/choose), a high five, share us on social media, a kind note, or even a donation goes a long way to making the upkeep of open source software more enjoyable for the community as a whole.
What are some alternatives?
frigate - NVR with realtime local object detection for IP cameras
yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite
frigate-hass-integration - Frigate integration for Home Assistant
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Home Assistant - :house_with_garden: Open source home automation that puts local control and privacy first.
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
motioneye - A web frontend for the motion daemon.
DeepStack - The World's Leading Cross Platform AI Engine for Edge Devices
flurga - Flurga is a web interface for Frigate NVR
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mmdetection - OpenMMLab Detection Toolbox and Benchmark