coral-pi-rest-server
Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick (by robmarkcole)
| coral-pi-rest-server | TF-CCTV | |
|---|---|---|
| 44 | 10 | |
| 66 | - | |
| - | - | |
| 0.0 | - | |
| 7 months ago | - | |
| Jupyter Notebook | ||
| MIT License | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
coral-pi-rest-server
Posts with mentions or reviews of coral-pi-rest-server.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-21.
- BeagleY-AI: 4 TOPS-capable $70 board from Beagleboard
- Do you recommend Orange PI for ML or LLM projects?
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Framework for machine learning?
That said, you can always look at something like https://coral.ai/products/accelerator/ to help with the performance you need.
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Mini PC for AI
Should only be ~$60 https://coral.ai/products/accelerator/
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What are some USB devices worth using in a Home Lab Environment?
The Coral USB accelerator might be of interest if you want to do some light ML with a low power budget.
- Is a PCIe x1 enough for light ML tasks
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Would I be able to run ggml models such as whisper.cpp or llama.cpp on a raspberry pi with a coral ai USB Accelerator?
However, a pi doesn't have the strength to run something like Llama.cpp, of course, so I've been considering using something like the Coral USB Accelerator (https://coral.ai/products/accelerator). As I've been learning more about it, it seems to be very geared towards TensorFlow Lite models. But whisper.cpp and Llama.cpp use ggml models.
- Looking for a Mini PC for Home Assistant and Frigate.
- AI development suite on a stick?
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Modder wires ChatGPT into Skyrim VR so NPCs can roleplay and remember past conversations
Recently found this thing, though I haven't found a use case for me.
TF-CCTV
Posts with mentions or reviews of TF-CCTV.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-23.
- Retraining an object detection model to detect additional object types?
- Frigate+ privacy thoughts?
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OS-NVR - Mobile friendly CCTV software
Frigate is the best option if you use home assistant, I'm working on custom object detection model that can be used with Frigate as well. https://gitlab.com/Curid/TF-CCTV
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OS-NVR v0.8.0 released - Easier Install
You may also be interested in TF-CCTV a object detection model that can be used with DOODS2 and Frigate.
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Frigate NVR: do you consider it reliable or just novelty right now?
The Dockerfile does it for you.
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detecting a person vs a photo of a person?
You can mask the pictures or try my model. https://gitlab.com/Curid/TF-CCTV
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How do you restrict the objects of a COCO dataset for retraining a tensorflow model?
Parse labels Generate records Example
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OS-NVR v0.7.0 - Timeline Viewer
Improved object detection see
What are some alternatives?
When comparing coral-pi-rest-server and TF-CCTV you can also consider the following projects:
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
double-take - Unified UI and API for processing and training images for facial recognition.
os-nvr
rpi-urban-mobility-tracker - The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.
os-nvr_assets
opentts - Open Text to Speech Server
labelImg - LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
HASS-coral-rest-api - Coral REST API for HASS
os-nvr_docker
OS-NVR - OS-NVR is a lightweight extensible CCTV system. Mirror of Codeberg.
coral-pi-rest-server vs alpaca.cpp
TF-CCTV vs double-take
coral-pi-rest-server vs double-take
TF-CCTV vs os-nvr
coral-pi-rest-server vs rpi-urban-mobility-tracker
TF-CCTV vs os-nvr_assets
coral-pi-rest-server vs opentts
TF-CCTV vs labelImg
coral-pi-rest-server vs HASS-coral-rest-api
TF-CCTV vs os-nvr_docker
coral-pi-rest-server vs os-nvr
TF-CCTV vs OS-NVR