frigate | NVR with realtime local object detection for IP cameras | Computer Vision library

by blakeblackshear Python Version: v0.12.1 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions(7)Vulnerabilities Install Support

kandi X-RAY | frigate Summary

frigate is a Python library typically used in Artificial Intelligence, Computer Vision, Tensorflow applications. frigate has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

A complete and local NVR designed for Home Assistant with AI object detection. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras. Use of a Google Coral Accelerator is optional, but highly recommended. The Coral will outperform even the best CPUs and can process 100+ FPS with very little overhead.

Support

Quality

Security

License

Reuse

Support

frigate has a medium active ecosystem.

It has 8365 star(s) with 846 fork(s). There are 135 watchers for this library.

There were 1 major release(s) in the last 12 months.

There are 249 open issues and 3144 have been closed. On average issues are closed in 68 days. There are 52 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of frigate is v0.12.1

Quality

frigate has 0 bugs and 0 code smells.

Security

frigate has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

frigate code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

frigate is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

frigate releases are available to install and integrate.

Build file is available. You can build the component from source.

It has 7190 lines of code, 317 functions and 149 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed frigate and discovered the below as its top functions. This is intended to give you an instant insight into frigate implemented functionality, and help decide if they suit your requirements.

Process a set of frames .
Move files to video files .
Create a new MQTT client .
Output frames .
Get runtime configuration .
Copy yuv to destination frame .
Retrieve all recordings for a given camera .
Expire recordings .
Updates the layout .
Match objects with new objects .

Get all kandi verified functions for this library.

frigate Key Features

No Key Features are available at this moment for frigate.

frigate Examples and Code Snippets

Frigate V3 - Realtime Object Detection for RTSP Cameras,Getting Started

Python

Lines of Code : 32

License : Strong Copyleft (AGPL-3.0)

Copy

docker build -t frigate .

docker run --rm \
-v :/frozen_inference_graph.pb:ro \
-v :/label_map.pbtext:ro \
-v :/config:ro \
-p 5000:5000 \
-e RTSP_URL='' \
-e REGIONS=',,,,,:,,,,,' \
-e MQTT_HOST='your.mqtthost.com' \
-e MQTT_USER='username' \
-e MQ

Frigate V3 - Realtime Object Detection for RTSP Cameras,Integration with HomeAssistant

Python

Lines of Code : 19

License : Strong Copyleft (AGPL-3.0)

Copy

camera:
  - name: Camera Last Person
    platform: generic
    still_image_url: http://:5000/best_person.jpg (best_car.jpg, best_truck.jpg...)

binary_sensor:
  - name: Camera Motion
    platform: mqtt
    state_topic: "cameras/1/motion"
    device_c

Frigate V3 - Realtime Object Detection for RTSP Cameras,Optimizing the graph (cant say I saw much difference in CPU usage)

Python

Lines of Code : 15

License : Strong Copyleft (AGPL-3.0)

Copy

docker run -it -v ${PWD}:/lab -v ${PWD}/../back_camera_model/models/ssd_mobilenet_v2_coco_2018_03_29/frozen_inference_graph.pb:/frozen_inference_graph.pb:ro tensorflow/tensorflow:1.12.0-devel-py3 bash

bazel build tensorflow/tools/graph_transforms:tr

Community Discussions

Trending Discussions on frigate

Manually install Open Multilingual Worldnet (NLTK)

Text flows over navbar

loop is running 5 times but asking for input only 2 times

Get top 10 words from column in spark

Select few columns from nested array of struct from a Dataframe in Scala

Array of dictionaries in Python

Remove stop words from spaCy Doc object

QUESTION

Manually install Open Multilingual Worldnet (NLTK)

Asked 2022-Jan-19 at 09:46

I am working with a computer that can only access to a private network and it cannot send instrunctions from command line. So, whenever I have to install Python packages, I must do it manually (I can't even use Pypi). Luckily, the NLTK allows my to manually download corpora (from here) and to "install" them by putting them in the proper folder (as explained here).

Now, I need to do exactly what is said in this answer:

...

ANSWER

Answered 2022-Jan-19 at 09:46

To be certain, can you verify your current nltk_data folder structure? The correct structure is:

Source https://stackoverflow.com/questions/70754036

QUESTION

Text flows over navbar

Asked 2021-Dec-21 at 00:52

It works on my old navbar (but it's boostrap 3 and this project is on 5). The text overflows my navbar and causes the text/website to get extra space then what it's supposed to be showing. I need a genius to resolve this for me as i have been stumped on this for a long time.

Issue (images) https://gyazo.com/c212a931d6770b77998cb3fea3ae87d1 i'm highlighting it as the text can't be seen due to white backround.

Trying to get working (old navbar) https://gyazo.com/66c482022e325cd9bd335ff666377474

Here is a JSfiddle to give an example plus the code i'm using. https://jsfiddle.net/yf90uxhc/2/

code:

...

ANSWER

Answered 2021-Dec-19 at 07:25

You're looking to enable flexbox wrapping on the menu

Change

Source https://stackoverflow.com/questions/70408856

QUESTION

loop is running 5 times but asking for input only 2 times

Asked 2021-Nov-21 at 17:12

This is my code, here I am taking char input each time loop runs.

I am giving 5 inputs but it is only responding to 2 of them.

...

ANSWER

Answered 2021-Nov-19 at 12:04

there is no problem in your code Try any other compiler. Sometimes this type of issue resolve after changing the compiler

Source https://stackoverflow.com/questions/70034533

QUESTION

Get top 10 words from column in spark

Asked 2020-Dec-30 at 10:40

date_range = mydata[mydata.headline_category=='india'].sort('publish_date') 
date_range.show()

+-------------------+-----------------+--------------------+ 
|       publish_date|headline_category|       headline_text|
+-------------------+-----------------+--------------------+ 
|2001-01-04 00:00:00|            india|Dudhwa tiger died...| 
|2001-01-05 00:00:00|            india|MP best in forest...| 
|2001-05-28 00:00:00|            india|India-Bangladesh ...| 
|2001-05-28 00:00:00|            india|Govt to modernise...| 
|2001-05-28 00:00:00|            india|Priyanka is the C...| 
|2001-05-28 00:00:00|            india|MPs riling Relian...| 
|2001-05-28 00:00:00|            india|CBI probing A-I's...| 
|2001-05-28 00:00:00|            india|Gujarat braces as...| 
|2001-05-28 00:00:00|            india|Ayodhya may force...| 
|2001-05-28 00:00:00|            india|3 new frigates to...| 
|2001-05-28 00:00:00|            india|Plea in SC challe...| 
|2001-05-28 00:00:00|            india|Kashmiri Sikhs pr...| 
|2001-05-28 00:00:00|            india|Bengal to revamp ...| 
|2001-05-29 00:00:00|            india|Rs 280 cr sanctio...| 
|2001-05-29 00:00:00|            india|DD Metro is up fo...| 
|2001-05-29 00:00:00|            india|Govt employees' n...| 
|2001-05-29 00:00:00|            india|BMS; Left to oppo...| 
|2001-05-29 00:00:00|            india|CBI vetting paper...| 
|2001-05-29 00:00:00|            india|Indo-Pak ties: Fr...| 
|2001-05-29 00:00:00|            india|BJP; Samata to st...|
+-------------------+-----------------+--------------------+

...

ANSWER

Answered 2020-Dec-30 at 10:37

You can split the headline into words, explode the array of words, group by the words, and count the words.

Source https://stackoverflow.com/questions/65505528

QUESTION

Select few columns from nested array of struct from a Dataframe in Scala

Asked 2020-Nov-10 at 19:01

I have a dataframe with array of struct and inside that another array of struct. Any easy way to select few of the structs in the main array and also few in the nested array without disturbing the structure of the entire dataframe?

SIMPLE INPUT:

...

ANSWER

Answered 2020-Nov-10 at 19:01

You can do it using to_json and from_json and set new struct DateType for struct field (array) while parsing json:

Source https://stackoverflow.com/questions/64764317

QUESTION

Array of dictionaries in Python

Asked 2020-Sep-17 at 05:32

I am trying to create an Python array of dictionaries where the input order is important and the data may be of various types. (I.e. string, integer, float, etc.)

Here's what an example would look like in Lua:

...

ANSWER

Answered 2020-Sep-17 at 05:32

Python's arrays are called lists, you put them in square brackets.

Dictionaries are in curly brackets, but literal keys have to be quoted, and you use : to delimit the keys and values.

Source https://stackoverflow.com/questions/63931739

QUESTION

Remove stop words from spaCy Doc object

Asked 2020-Aug-08 at 02:43

I'm trying to figure out how to remove stop words from a spaCy Doc object while retaining the original parent object with all its attributes.

...

ANSWER

Answered 2020-Aug-08 at 02:43

Directly quoting one of the developers of spaCy, Ines Montani:

One of the core principles of spaCy's Doc is that it should always represent the original input:

spaCy's tokenization is non-destructive, so it always represents the original input text and never adds or deletes anything. This is kind of a core principle of the Doc object: you should always be able to reconstruct and reproduce the original input text.

Refer to this answer: Can a token be removed from a spaCy document during pipeline processing?

Source https://stackoverflow.com/questions/62760660

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install frigate

You can download it from GitHub.
You can use frigate like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.