instant-ngp
frigate
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instant-ngp | frigate | |
---|---|---|
147 | 290 | |
15,329 | 14,547 | |
2.2% | - | |
6.7 | 9.8 | |
7 days ago | 6 days ago | |
Cuda | Python | |
GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
instant-ngp
- I want a 3d scanner...
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Mind-blowing results (LORA/Checkpoint mix)
This is really cool! Could you now use something like this to turn the new images in a 3d model? Or even use open pose (controlnet) to generate a bunch of images from different angles and use InstantNeRF to make a 3d model for free!
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Scanning in real life environments to be viewed in VR >>> taking pictures. Simple process from video -> render, using instant-ngp
It is at this point that you should have Instant-NGP setup. The script for the COLMAP processing is in the repo, as well as the steps to perform it. My exact parameters were 3 fps and 16 aabb. It is pretty helpful to add the scripts directory into path for exact access system-wide.
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[D] NeRF, LeRF, Prolific Dreamer, Neuralangelo, and a lot of other cool NeRF research
[Project Page] https://nvlabs.github.io/instant-ngp/
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Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
instant-ngp ([1]) from NVIDIA can render NeRF in VR in real-time, assuming a very good desktop video card. Note that instant-ngp is not as photo-realistic as Zip-NeRF. But it's still very good!
1. https://github.com/NVlabs/instant-ngp
- How about Ranger Green?
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Roast my MC kit
Playing around with neRF AI (https://github.com/NVlabs/instant-ngp) to create some 3d gear reveals. I think this a fun way to show off a kit, what do you think?
- Has anyone tried to generate images from enough angles to feed Nvidia Nerf to make 3D models?
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Instant NPG: how do minimize noise and maximize quality? Tips welcome!
3 not sure if it's the one you want but the -aabb_scale is a crop. This page recommends trying a large value of 128 for some outdoor scenes: https://github.com/NVlabs/instant-ngp/blob/master/docs/nerf_dataset_tips.md
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I NeRF'd the new Taco Bell on Rt. 40
I don't know about lumalabs, but basically all NeRF projects these days are based on NVIDIAs Instant neural graphics primitives ( GitHub: instant-ngp). It utilizes COLMAP for SfM (preprocessing step for the neural network) and runs on average Geforce cards pretty good. The fox example (50 photos) on their page literally takes 5 seconds to complete.
frigate
- 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.
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Confused about version for the Home Assistant intergration
2023-11-13 11:16:39.073 ERROR (MainThread) [custom_components.frigate] Using a Frigate server (http://ccab4aaf-frigate-fa:5000) with version 0.12.1-367d724 <= 0.12.1 which is not compatible -- you must upgrade: https://github.com/blakeblackshear/frigate/releases
What are some alternatives?
awesome-NeRF - A curated list of awesome neural radiance fields papers
motioneye - A web frontend for the motion daemon.
tiny-cuda-nn - Lightning fast C++/CUDA neural network framework
Shinobi - :peace_symbol: :palestinian_territories: Shinobi CE - The Free Open Source CCTV platform written in Node.JS (Camera Recorder - Security Surveillance Software - Restreamer
nerf-pytorch - A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
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.
TensoRF - [ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields
scrypted - Scrypted is a high performance home video integration and automation platform
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
HASS-Deepstack-object - Home Assistant custom component for using Deepstack object detection
instant-meshes - Interactive field-aligned mesh generator
docker-wyze-bridge - WebRTC/RTSP/RTMP/LL-HLS bridge for Wyze cams in a docker container