rknpu2
frigate
rknpu2 | frigate | |
---|---|---|
5 | 292 | |
573 | 15,006 | |
6.5% | - | |
4.1 | 9.9 | |
5 months ago | 6 days ago | |
C | Python | |
BSD 3-clause "New" or "Revised" License | MIT License |
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rknpu2
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Fail to use npu on orange pi 5
I tried to use npu on orange pi 5.I used rknn_toolkit_lite2-1.5.2 from https://github.com/rockchip-linux/rknpu2. Could someone tell me why it doesn't work?
- A PCIe Coral TPU Finally Works on Raspberry Pi 5
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Ideas for Orange Pi 5 Plus?
Ah ok. One of the challenges I’m facing is no mtop type tool to see the NPU resources that exist or being used. I just have this to go by. I haven’t tried the “rknn toolkit” yet though.
- OPI 5B deep learning
- Accessing the NPU on the orange pi
frigate
- License Plate Recognition with Home Assistant, Codeproject.ai, and Frigate NVR
- Multimillion-dollar L.A. heist was seamless, sophisticated, stealthy
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Picking between two cameras hikvision vs dahua. Both 4MP 1/1.8" turrets.
Am in to selfhosting and homeserver, finally got to try Frigate with some aliexpress camera that was not mine. Love it.
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Old Android as Security Camera
However, I have had success using IP Camera app with Frigate. https://play.google.com/store/apps/details?id=com.pas.webcam https://frigate.video/
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Security cams
Frigate https://frigate.video/ and ZoneMinder https://zoneminder.com/ come to mind. Blue Iris https://blueirissoftware.com/ is not open source but is what I prefer to use for my PoE systems ($80/yr)
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Unable to re add my server to HAOS integration
Logger: custom_components.frigate Source: custom_components/frigate/__init__.py:201 Integration: Frigate (documentation, issues) First occurred: 1:59:34 AM (2 occurrences) Last logged: 1:59:48 AM
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Ask HN: How have you engineered the shit out of your home's front entrance?
Engineering implies working within constraints. Most people in this realm only have to deal with the spouse acceptance factor as a limiter.
Went from openhab -> homeassistant -> Node-RED. Then sprinkle in MySensors, Frigate, and Double-Take, but not on just the entrance, go for the perimeter then defense in depth.
https://www.mysensors.org/
https://frigate.video/
https://github.com/jakowenko/double-take
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Frigate: Open-source network video recorder with real-time AI object detection
- https://github.com/blakeblackshear/frigate/discussions/7932#...
I have found my frigate+ model to be much more accurate and crazy good even at night. Will be curious how things change when it snows here more often, since I've not submitted any examples of winter at this house yet.
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A PCIe Coral TPU Finally Works on Raspberry Pi 5
According to the author of that PR, they're using 10% of 1 NPU core on 3 cameras: https://github.com/blakeblackshear/frigate/pull/8382#issueco...
The bottleneck instead will probably be the video stream decoding speed, especially as the SoC's hardware decoder isn't being used yet.
What are some alternatives?
rknn-toolkit2
motioneye - A web frontend for the motion daemon.
llama.cpp - LLM inference in C/C++
Shinobi - :peace_symbol: :palestinian_territories: Shinobi CE - The Free Open Source CCTV platform written in Node.JS (Camera Recorder - Security Surveillance Software - Restreamer
ubuntu-rockchip - Ubuntu 22.04 and 24.04 for Rockchip RK35XX Devices
viseron - Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.
rknn-multi-threaded - A simple demo of yolov5s running on rk3588/3588s using Python (about 72 frames). / 一个使用Python在rk3588/3588s上运行的yolov5s简单demo(大约72帧/s)。
scrypted - Scrypted is a high performance home video integration and automation platform
HASS-Deepstack-object - Home Assistant custom component for using Deepstack object detection
docker-wyze-bridge - WebRTC/RTSP/RTMP/LL-HLS bridge for Wyze cams in a docker container
Agent - 👮 A PHP desktop/mobile user agent parser with support for Laravel, based on Mobiledetect
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