docker-coral-rest-server
By runningman84
coral-pi-rest-server
Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick (by robmarkcole)
| docker-coral-rest-server | coral-pi-rest-server | |
|---|---|---|
| 2 | 44 | |
| 8 | 66 | |
| - | - | |
| 10.0 | 0.0 | |
| almost 5 years ago | 8 months ago | |
| Dockerfile | 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.
docker-coral-rest-server
Posts with mentions or reviews of docker-coral-rest-server.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-22.
- Coral TPU and agent dvr
-
SenseAI Intel 12900T CPU vs Coral USB A AI Benchmark (~10X faster)
Interesting thanks for this, also a simpler way might be to run it in a docker container. I found this dockerfile that you could probably use to set it up https://github.com/runningman84/docker-coral-rest-server (you might need to updated to use the latest version of the rest api).
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?
-
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.
-
Mini PC for AI
Should only be ~$60 https://coral.ai/products/accelerator/
-
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.
What are some alternatives?
When comparing docker-coral-rest-server and coral-pi-rest-server you can also consider the following projects:
HASS-coral-rest-api - Coral REST API for HASS
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM
double-take - Unified UI and API for processing and training images for facial recognition.
rpi-urban-mobility-tracker - The easiest way to count pedestrians, cyclists, and vehicles on edge computing devices or live video feeds.
opentts - Open Text to Speech Server
os-nvr
ovos-core - OpenVoiceOS Core, the FOSS Artificial Intelligence platform.
simple_chat_gpt_talk_back - A simple python script that allwos you to talk with chatGPT with your voice and get TTS answers.
piper - A fast, local neural text to speech system
mobilenets-ssd-pytorch - MobileNets-SSD/SSDLite on VOC/BDD100K Datasets
vision-camera-realtime-object-detection - VisionCamera Frame Processor Plugin to detect objects using TensorFlow Lite Task Vision
docker-coral-rest-server vs HASS-coral-rest-api
coral-pi-rest-server vs alpaca.cpp
coral-pi-rest-server vs double-take
coral-pi-rest-server vs rpi-urban-mobility-tracker
coral-pi-rest-server vs opentts
coral-pi-rest-server vs HASS-coral-rest-api
coral-pi-rest-server vs os-nvr
coral-pi-rest-server vs ovos-core
coral-pi-rest-server vs simple_chat_gpt_talk_back
coral-pi-rest-server vs piper
coral-pi-rest-server vs mobilenets-ssd-pytorch
coral-pi-rest-server vs vision-camera-realtime-object-detection