DeepCamera VS autoai

Compare DeepCamera vs autoai and see what are their differences.

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 (by SharpAI)
Tensorflow AI Deep Learning face-recognition tf-lite face-detection object-detection video-surveillance Machine Learning nvidia-jetson-nano Python home-assistant Camera Computer Vision Edge Raspberry Pi
Source Code
sharpai.github.io
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autoai

Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation. (by blobcity)
Automl Codegen AI ML autoai Machine Learning Deep Learning Python
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DeepCamera autoai
9 3
1,703 166
2.1% 2.4%
2.3 5.4
8 months ago 3 months ago
JavaScript Python
MIT License Apache License 2.0
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.

DeepCamera

Posts with mentions or reviews of DeepCamera. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-30.

autoai

Posts with mentions or reviews of autoai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-12.
  • [P] AutoAI – A framework to find the best performing AI/ML model
    1 project | /r/MachineLearning | 13 Nov 2021
  • Show HN: AutoAI
    5 projects | news.ycombinator.com | 12 Nov 2021
    Your list excludes most of well-known open-source AutoML tools such as auto-sklearn, AutoGluon, LightAutoML, MLJarSupervised, etc. These tools have been very extensively benchmarked by the OpenML AutoML Benchmark (https://github.com/openml/automlbenchmark) and have papers published, so they are pretty well-known to the AutoML community.

    Regarding H2O.ai: Frankly, you don't seem to understand H2O.ai's AutoML offerings.

    I'm the creator of H2O AutoML, which is open source, and there's no "enterprise version" of H2O AutoML. The interface is simple -- all you need to specify is the training data and target. We have included DNNs in our set of models since the first release of the tool in 2017. Read more here: https://docs.h2o.ai/h2o/latest-stable/h2o-docs/automl.html We also offer full explainability for our models: https://docs.h2o.ai/h2o/latest-stable/h2o-docs/explain.html

    H2O.ai develops another AutoML tool called Driverless AI, which is proprietary. You might be conflating the two. Neither of these tools need to be used on the H2O AI Cloud. Both tools pre-date our cloud by many years and can be used on a user's own laptop/server very easily.

    Your Features & Roadmap list in the README indicates that your tool does not yet offer DNNs, so either you should update your post here or update your README if it's incorrect: https://github.com/blobcity/autoai/blob/main/README.md#featu...

    Lastly, I thought I would mention that there's already an AutoML tool called "AutoAI" by IBM. Generally, it's not a good idea to have name collisions in a small space like the AutoML community. https://www.ibm.com/support/producthub/icpdata/docs/content/...

What are some alternatives?

When comparing DeepCamera and autoai you can also consider the following projects:

frigate - NVR with realtime local object detection for IP cameras

nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

DeepStack - The World's Leading Cross Platform AI Engine for Edge Devices

adanet - Fast and flexible AutoML with learning guarantees.

insightface - State-of-the-art 2D and 3D Face Analysis Project

automlbenchmark - OpenML AutoML Benchmarking Framework

deface - Video anonymization by face detection

ds2 - Easiest way to use AI models without coding (Web UI & API support)

facenet - Face recognition using Tensorflow

ds2ai-python - The MLOps platform for innovators 🚀

ailia-models - The collection of pre-trained, state-of-the-art AI models for ailia SDK

SAP-HANA-AutoML - Python Automated Machine Learning library for tabular data.

DeepCamera vs frigate autoai vs nni DeepCamera vs DeepStack autoai vs adanet DeepCamera vs insightface autoai vs automlbenchmark DeepCamera vs deface autoai vs ds2 DeepCamera vs facenet autoai vs ds2ai-python DeepCamera vs ailia-models autoai vs SAP-HANA-AutoML