Software Alternatives, Accelerators & Startups

Frigate NVR VS Think Python

Compare Frigate NVR VS Think Python and see what are their differences

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Frigate NVR logo Frigate NVR

A complete and local NVR with AI object detection. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras. With a very good HomeAssistant integration.

Think Python logo Think Python

Learning Resources
  • Frigate NVR Landing page
    Landing page //
    2022-02-09
  • Think Python Landing page
    Landing page //
    2023-09-24

Frigate NVR features and specs

  • Open Source
    Frigate NVR is open-source software, allowing users to access, modify, and contribute to the codebase. This fosters community involvement and continuous improvement.
  • Real-time Object Detection
    Utilizes AI and machine learning to perform real-time object detection, allowing accurate event detection and reducing false positives.
  • Integration with Home Assistant
    Designed to work seamlessly with Home Assistant, making it easy to integrate with existing home automation setups for enhanced smart home security.
  • Hardware Acceleration
    Supports hardware acceleration using Coral AI devices, providing efficient performance and reducing the CPU load on the hosting machine.
  • Customizable Detection Zones
    Users can define specific detection zones, allowing precise monitoring areas and reducing unwanted alerts from non-critical regions.

Possible disadvantages of Frigate NVR

  • Complex Setup
    Initial setup and configuration can be complex, especially for users unfamiliar with Docker, Python, or AI-related installations.
  • Hardware Dependency
    Optimal performance often requires additional hardware like the Coral AI USB Accelerator, which may incur additional costs and complexity.
  • Limited User Interface
    Frigate NVR may not have as polished or intuitive a user interface compared to commercial NVR solutions, potentially impacting user experience.
  • Resource Intensive
    Running AI detection processes can be resource-intensive, necessitating a powerful host machine with sufficient resources.

Think Python features and specs

  • Accessible for Beginners
    Think Python is written in a clear and approachable style, making it suitable for beginners with no prior programming experience. The author takes care to explain concepts thoroughly, making it easy to follow.
  • Practical Examples
    The book is filled with practical examples that demonstrate how to use Python for various applications. This approach helps readers understand real-world usage of the language.
  • Free Availability
    Think Python is openly accessible in digital format for free, making it easy for anyone to read without financial barriers, supporting open education.
  • Emphasis on Problem Solving
    The book places strong emphasis on teaching readers how to think like programmers, encouraging problem-solving and logical thinking skills.

Possible disadvantages of Think Python

  • Limited Depth
    While suitable for beginners, the book doesnโ€™t delve deeply into advanced features of Python, which might leave learners needing additional resources for more complex topics.
  • Pacing
    Some readers might find the pacing of the book too slow, particularly if they have some prior programming experience, as it aims to accommodate complete beginners.
  • Lack of Exercises
    There are fewer exercises compared to some other programming books, potentially providing less practice for readers to reinforce their learning.
  • Outdated Information
    Depending on the edition, some information may be outdated due to the fast-evolving nature of programming languages. Readers may need to verify with more recent sources.

Frigate NVR videos

Local Security Camera Recording with Frigate NVR

More videos:

  • Review - Frigate NVR Review 2023

Think Python videos

Thoughts on Think Python From a Beginner Programmer

More videos:

Category Popularity

0-100% (relative to Frigate NVR and Think Python)
3D
100 100%
0% 0
Online Learning
0 0%
100% 100
Surveillance
100 100%
0% 0
Development
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Frigate NVR seems to be a lot more popular than Think Python. While we know about 93 links to Frigate NVR, we've tracked only 9 mentions of Think Python. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Frigate NVR mentions (93)

  • My homelab stack in 2026: what runs, why, and how it all connects
    The stack runs across four machines. The bulk of Docker workloads are split between a Mac Mini and an Ubuntu mini PC. Network infrastructure - Traefik and CoreDNS - runs on a Raspberry Pi 4, which also handles the NUT server for UPS management; keeping the network layer on its own always-on hardware means a container crash elsewhere doesn't take down routing or DNS. Home Assistant runs on a Raspberry Pi 5 with the... - Source: dev.to / 2 months ago
  • Ubiquiti: Enterprise NAS, Built on ZFS
    Their camera system isnt awful, but I would still pick Frigate over it (I have the option for both at home). Frigate is nice in that it works with any old RTSP camera - many features in Unifi's NVR support only work with their own over-priced cameras. High quality PoE cameras are extremely cheap nowadays. > https://frigate.video/. - Source: Hacker News / 2 months ago
  • Show HN: Open-source private home security camera system (end-to-end encryption)
    What wasn't immediately clear to me is that you're meant to set up Raspberry Pis with a Pi camera attached, and that serves as the camera device. This then provides E2E encryption directly between the Pi and the Secluso mobile app via a cloud relay service that just shovels the encrypted bytes. Contrast with https://frigate.video/, which is a locally installed NVR server that pulls camera feeds over the LAN (from... - Source: Hacker News / 3 months ago
  • Local AI needs to be the norm
    2tb of 1080p locally with AI in a day is not that big of a lift on modern hardware, especially now virtually all systems have hardware accelerated video decode. Modern self-hosted NVR solutions like Frigate will comfortably handle 10 or more HD streams with face/object detection and tracking in real time, using a couple of cheap Coral TPUs or almost any GPU on pretty basic CPUs. > https://frigate.video/. - Source: Hacker News / 3 months ago
  • Home Assistant waters my plants
    > You can still install the whole kit and caboodle using pip in a Python virtual environment, but why would you? This is how I did it, instead of the container or HA OS in a VM. If you want the simplicity of everything preconfigured, managed, and hands-off, go with HA OS, whether in a VM on a beefier machine, standalone, or the HA Green/Yellow dedicated hardware. But if you already have a home server and want to... - Source: Hacker News / 5 months ago
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Think Python mentions (9)

  • C949 help and Jay Wengrow's Guide to Data Structures
    This course actually starts with an introduction to Python. Since you don't have access yet, you can give Think Python a whirl - https://greenteapress.com/wp/think-python/ and for a more interactive experience, I really enjoyed this one - https://scrimba.com/learn/python. Source: over 3 years ago
  • Best place to learn and practice python?
    Start with Think Python or learn x in y..both are free resources and good for basic understanding and practise. Source: over 3 years ago
  • Good places to start learning python?
    This free book taught me Python many years ago https://greenteapress.com/wp/think-python/. Source: about 4 years ago
  • Which books should I read to learn computer science with python language?
    In terms of learning the basics of Python programming, you can get the first edition of Think Python in PDF form for free. Source: over 4 years ago
  • Observations and thoughts from a long time crypto nerd
    Computer Science โ€” For understanding software development. As for a programming language to learn, I recommend Python or Javascript. Try Crash Course's Computer Science videos, the free Think Python book, and/or Part 1 of The Modern JavaScript Tutorial. Source: over 4 years ago
View more

What are some alternatives?

When comparing Frigate NVR and Think Python, you can also consider the following products

ZoneMinder - ZoneMinder is a free and open-source piece of security software that can be used at home or in your business. The software puts you in control of all of your data, and it is exceptionally easy to setup. Read more about ZoneMinder.

Google's Python Class - Assorted educational materials provided by Google.

Blue Iris - Blue Iris is a high end security monitoring system that lets you view and control the feeds from all the cameras at your home or place of business.

The New Boston video series - Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

Motion Project - Motion is a highly configurable program that monitors video signals from many types of cameras.

A Byte of Python - A Byte of Python is a Python programming tutorial and learning book that teaches you how to program with the Python programming language.