Easy way to add GoogleMaps to Flask applications. maintainer: @getcake

Overview

Flask Google Maps Generic badge

Flask Estension PyPI version fury.io PyPI download month PyPI license PyPI format PyPI status CI-Github Code style: black

Easy to use Google Maps in your Flask application

requires

Contribute

To contribute with the project, clone it, create a virtualenv and install all of you need to dev, see below:

git clone https://github.com/flask-extensions/Flask-GoogleMaps.git
cd Flask-GoogleMaps
poetry use env 3.8  # just to create virtualenv at the first time
poetry shell # activate virtualenv
poetry install  # to install all for dev
pre-commit install # to install pre-commit hooks

Installation

To use in your project just use your dependency manager to install it, with pip is like this:

pip install flask-googlemaps

How it works

Flask-GoogleMaps includes some global functions and template filters in your Jinja environment, also it allows you to use the Map in views if needed.

registering

in your app

from flask import Flask
from flask_googlemaps import GoogleMaps

app = Flask(__name__)

# you can set key as config
app.config['GOOGLEMAPS_KEY'] = "8JZ7i18MjFuM35dJHq70n3Hx4"

# Initialize the extension
GoogleMaps(app)

# you can also pass the key here if you prefer
GoogleMaps(app, key="8JZ7i18MjFuM35dJHq70n3Hx4")

In template

{{googlemap("my_awesome_map", lat=0.23234234, lng=-0.234234234, markers=[(0.12,
-0.45345), ...])}}

That's it! now you have some template filters and functions to use, more details in examples and screenshot below.

Usage

  • You can create the map in the view and then send to the template context
  • you can use the template functions and filters directly

1. View

from flask import Flask, render_template
from flask_googlemaps import GoogleMaps
from flask_googlemaps import Map

app = Flask(__name__, template_folder=".")
GoogleMaps(app)

@app.route("/")
def mapview():
    # creating a map in the view
    mymap = Map(
        identifier="view-side",
        lat=37.4419,
        lng=-122.1419,
        markers=[(37.4419, -122.1419)]
    )
    sndmap = Map(
        identifier="sndmap",
        lat=37.4419,
        lng=-122.1419,
        markers=[
          {
             'icon': 'http://maps.google.com/mapfiles/ms/icons/green-dot.png',
             'lat': 37.4419,
             'lng': -122.1419,
             'infobox': "<b>Hello World</b>"
          },
          {
             'icon': 'http://maps.google.com/mapfiles/ms/icons/blue-dot.png',
             'lat': 37.4300,
             'lng': -122.1400,
             'infobox': "<b>Hello World from other place</b>"
          }
        ]
    )
    return render_template('example.html', mymap=mymap, sndmap=sndmap)

if __name__ == "__main__":
    app.run(debug=True)
Map() Parameters
  • lat: The latitude coordinate for centering the map.
  • lng: The longitude coordinate for centering the map.
  • zoom: The zoom level. Defaults to 13.
  • maptype: The map type - ROADMAP, SATELLITE, HYBRID, TERRAIN. Defaults to ROADMAP.
  • markers: Markers array of tuples having (lat, lng, infobox, icon, label). Defaults to None.
  • or markers: a list of dicts containing lat, lng, infobox, icon, label.
  • or markers: Markers dictionary with icon urls as keys and markers array as values.
  • varname: The instance variable name.
  • style: A string containing CSS styles. Defaults to "height:300px;width:300px;margin:0;".
  • identifier: The CSS ID selector name.
  • cls: The CSS Class selector name. Defaults to "map".
  • language: The map language. Defaults to "en".
  • region: The map region. Defaults to "US".

Also controls True or False:

  • zoom_control
  • maptype_control
  • scale_control
  • scale_control
  • streetview_control
  • rotate_control
  • fullscreen_control
  • scroll_wheel
  • collapsible (map collapses by click on varname_collapse button)
  • mapdisplay (show a collapsible map by default or not)
  • center_on_user_location (using HTML5 Geolocation)

2. Template

<!DOCTYPE html>
<html>
  <head>
    {{"decoupled-map"|googlemap_js(37.4419, -122.1419, markers=[(37.4419,
    -122.1419)])}} {{mymap.js}} {{sndmap.js}}
  </head>
  <body>
    <h1>Flask Google Maps Example</h1>

    <h2>Template function centered, no marker</h2>
    {{googlemap("simple-map", 37.4419, -122.1419)}}

    <h2>Template filter decoupled with single marker</h2>
    {{"decoupled-map"|googlemap_html(37.4419, -122.1419)}}

    <h2>Template function with multiple markers</h2>
    {% with map=googlemap_obj("another-map", 37.4419, -122.1419,
    markers=[(37.4419, -122.1419), (37.4300, -122.1400)]) %} {{map.html}}
    {{map.js}} {% endwith %}

    <h2>First map generated in view</h2>
    {{mymap.html}}

    <h2>Second map generated in view</h2>
    <h3>Example for different icons in multiple markers with infoboxes</h3>
    {{sndmap.html}}
  </body>
</html>

Infobox

Here's an example snippet of code:

    Map(
        identifier="catsmap",
        lat=37.4419,
        lng=-122.1419,
        markers=[
            {
                'icon': 'http://maps.google.com/mapfiles/ms/icons/green-dot.png',
                'lat':  37.4419,
                'lng':  -122.1419,
                'infobox': "<img src='cat1.jpg' />"
            },
            {
                'icon': 'http://maps.google.com/mapfiles/ms/icons/blue-dot.png',
                'lat': 37.4300,
                'lng': -122.1400,
                'infobox': "<img src='cat2.jpg' />"
            },
            {
                'icon': 'http://maps.google.com/mapfiles/ms/icons/yellow-dot.png',
                'lat': 37.4500,
                'lng': -122.1350,
                'infobox': "<img src='cat3.jpg' />"
            }
        ]
    )

Which results in something like the following map: screen shot 2015-07-29 at 2 41 52 pm

Label

Here's an example snippet of code:

Map(
        identifier="labelsmap",
        lat=37.4419,
        lng=-122.1419,
        markers=[
            {
                'lat': 37.4500,
                'lng': -122.1350,
                'label': "X"
            },
            {
                'lat':  37.4419,
                'lng':  -122.1419,
                'label': "Y"
            },
            {
                'lat': 37.4300,
                'lng': -122.1400,
                'label': "Z"
            }
        ]
    )

Which results in something like the following map:

Map showing markers with labels

Fit all markers within bounds

Allow users to easily fit all markers within view on page load

Without bounds

@app.route('/map-unbounded/')
def map_unbounded():
"""Create map with markers out of bounds."""
    locations = []    # long list of coordinates
    map = Map(
        lat=locations[0].latitude,
        lng=locations[0].longitude,
        markers=[(loc.latitude, loc.longitude) for loc in locations]
    )
    return render_template('map.html', map=map)

image

With bounds

@app.route('/map-bounded/')
def map_bounded():
"""Create map with all markers within bounds."""
    locations = []    # long list of coordinates
    map = Map(
        lat=locations[0].latitude,
        lng=locations[0].longitude,
        markers=[(loc.latitude, loc.longitude) for loc in locations],
        fit_markers_to_bounds = True
    )
    return render_template('map.html', map=map)

image

Geocoding and Reverse Geocoding

from flask_googlemaps import get_address, get_coordinates
API_KEY = 'YOUR API KEY'

#Reverse Geocoding: getting detailed address from coordinates of a location
print(get_address(API_KEY,22.4761596,88.4149326))
#output: {'zip': '700150', 'country': 'India', 'state': 'West Bengal', 'city': 'Kolkata', 'locality': 'Kolkata', 'road': 'Techno City', 'formatted_address': 'Sirin Rd, Mauza Ranabhutia, Techno City, Kolkata, West Bengal 700150, India'}


#Geocoding: getting coordinates from address text
print(get_coordinates(API_KEY,'Netaji Subhash Engineering College Kolkata'))
#output: {'lat': 22.4761596, 'lng': 88.4149326}

Run the example app

$ git clone https://github.com/flask-extensions/Flask-GoogleMaps
$ cd Flask-GoogleMaps/

If you have Poetry

$ poetry install

without poetry

$ pip install --upgrade pip
$ pip install -e .
$ pip install -r requirements.txt

Run it.

$ FLASK_GOOGLEMAPS_KEY="YourKeyHERE" FLASK_APP=examples/example.py flask run
running on localhost:5000 .....

Access: http://localhost:5000/ and http://localhost:5000/fullmap

Contribute with the Google Maps API

Please see this page developers.google.com/maps/documentation/javascript/tutorial and contribute!

Comments
  • Add toggle for map.fitBounds() - closes issue #55

    Add toggle for map.fitBounds() - closes issue #55

    Allow users to easily fit all markers within view on page load

    Without bounds

    @app.route('/map-unbounded/')
    def map_unbounded():
    """Create map with markers out of bounds."""
        locations = []    # long list of coordinates
        map = Map(
            lat=locations[0].latitude,
            lng=locations[0].longitude,
            markers=[(loc.latitude, loc.longitude) for loc in locations]
        )
        return render_template('map.html', map=map)
    

    image

    With bounds

    @app.route('/map-bounded/')
    def map_bounded():
    """Create map with all markers within bounds."""
        locations = []    # long list of coordinates
        map = Map(
            lat=locations[0].latitude,
            lng=locations[0].longitude,
            markers=[(loc.latitude, loc.longitude) for loc in locations],
            fit_markers_to_bounds = True
        )
        return render_template('map.html', map=map)
    

    image

    opened by mattdaviscodes 9
  • Infobox for multple icons

    Infobox for multple icons

    When you have multiple icons, you can't set different infoboxes for each icon.

    In the initialize_ function in gmapsj.html, the getInfoCallback({{gmap.varname}}, "{{gmap.infobox[loop.index0]|safe}}")) is inside the markers[icon] loop:

          {% for icon in gmap.markers %}
                {% for marker in gmap.markers[icon] %}
                    var marker_{{loop.index0}} = new google.maps.Marker({
                        position: new google.maps.LatLng({{marker.0}}, {{marker.1}}),
                        map: {{gmap.varname}},
                        icon: "{{ icon }}"
                    });
                    {% if gmap.infobox != None %}
                            {% if gmap.typeflag %}
                                google.maps.event.addListener(marker_{{loop.index0}}, 'click',
                                getInfoCallback({{gmap.varname}}, "{{gmap.infobox[loop.index0]|safe}}"));
                            {% else %}
                                google.maps.event.addListener(marker_{{loop.index0}}, 'click',
                                getInfoCallback({{gmap.varname}}, "{{gmap.infobox|safe}}"));
                            {% endif %}
                    {% endif %}
                {% endfor %}
            {% endfor %}
    

    In the case where you have one marker per icon and a infobox list, you always get the first value of the list for every marker.

    It's not clear to me what's the best way to add multiple infoboxes for multiple icons without breaking the multiple infoboxes for multiple markers with one icon. Maybe a flag multipleiconflag and a call to getInfoCallback outside the marker loop?

    opened by rodrigorahal 9
  • Google Map doesn't show up in example

    Google Map doesn't show up in example

    Hello, thanks for the work !

    However, I can't even display the Google Maps in the example code. I already have a key for these Google Maps API so I added GoogleMaps(app, key = mykey) image

    Here is a screen of what I get one I run the python file:

    unnamed

    Thank you if you can help me figuring out where is the problem

    bug 
    opened by luskah 8
  • [bug] No data validation for lat and lng attributes

    [bug] No data validation for lat and lng attributes

    Describe the bug If the value of lat is beyond -90 and +90 and lng is beyond -180 and +180 then the map will actually not display anything as the values will be invalid.

    As an intelligent program, the program must raise an error message to notify the invalid input or should not accept such a value.

    To Reproduce Put invalid lat and lng values while initializing a Map object. e.g. lat=91, lng=11,

    image

    bug 
    opened by bhuveshsharma09 8
  • Ploting data from mysql DB.

    Ploting data from mysql DB.

    Hello how can i inject data from mysql to maps, i use this code but its not working:

    users = User.query.all()
    fullmap = Map(
               identifier="fullmap",
               varname="fullmap",
               style=(
                   "height:100%;"
                   "width:100%;"
                   "top:0;"
                   "left:0;"
                   "position:absolute;"
                   "z-index:10;"               
               ),
                
               lat=37.4419,
               lng=-122.1419,           
                
               markers=[
                   {           
                       'icon': 'static/img/icons/home1.png',
                       'title': 'Adresse Home',
                       'lat': user.latitude,
                       'lng': user.longitude,
                       'infobox': (
                           "Hello I am <b style='color:#ffcc00;'>YELLOW</b>!"
                           "<h3>"user.first_name"</h3>"
                           "<img src='user.image'>"
                           "<br>Images allowed!"
                       )
                   }for user in users:],
    

    Can you help me please. Thank you

    opened by ai-abdellah 8
  • Unicode error on new version

    Unicode error on new version

    I made a upgrade to the new version and i'm getting a JS error now:

    `var raw_markers = [{'lat': u'-19.9520738', 'lng': u'-43.9490132', 'icon': '//maps.google.com/mapfiles/ms/icons/red-dot.png'}];``

    You can see that it is including u in front of lat lng.

    I checked in the source and it seems to be correct gmap.markers|tojson|safe , but when using pip install flask-googlemaps --upgrade it is not installing the same version that we have here.

    Is something needed to update on pip? Maybe need to change the version? (from 0.2.2 to 0.2.3) ?

    opened by mariohmol 8
  • Erro de compatibilidade

    Erro de compatibilidade

    Opa, @rochacbruno quando tentei instalar a extensão foi retornado para mim um erro de compatibilidade com o SQLAlchemy. O erro foi o seguinte:

    Collecting flask-googlemaps
      Using cached Flask_GoogleMaps-0.2.5-py2.py3-none-any.whl
    Requirement already satisfied: flask in ./venv/lib/python3.5/site-packages (from flask-googlemaps) (0.12.2)
    Requirement already satisfied: itsdangerous>=0.21 in ./venv/lib/python3.5/site-packages (from flask->flask-googlemaps) (0.24)
    Requirement already satisfied: Jinja2>=2.4 in ./venv/lib/python3.5/site-packages (from flask->flask-googlemaps) (2.10)
    Requirement already satisfied: Werkzeug>=0.7 in ./venv/lib/python3.5/site-packages (from flask->flask-googlemaps) (0.14.1)
    Requirement already satisfied: click>=2.0 in ./venv/lib/python3.5/site-packages (from flask->flask-googlemaps) (6.7)
    Requirement already satisfied: MarkupSafe>=0.23 in ./venv/lib/python3.5/site-packages (from Jinja2>=2.4->flask->flask-googlemaps) (1.0)
    flask-sqlalchemy 2.3.2 has requirement Flask>=0.10, but you'll have flask GoogleMaps which is incompatible.
    Installing collected packages: flask-googlemaps
    Successfully installed flask-googlemaps
    

    Diz que foi instalado com sucesso, mas na verdade não instala.

    opened by math77 5
  • Question: large dataset loading.

    Question: large dataset loading.

    Hey! I am using Flask-googleMaps for a NASA Space Apps Challenge and its been working great so far, thanks for making it! I have hit one issue I was hoping to pick your mind about and see if you have a solution.

    I am tring to render over 20k +/- circles on the map to show wildfires detected by satellite. I believe I implemented FGM properly but it takes forever to load. I think this is because of the very large dataset I am loading.

    Do you have any ideas for ways that I can either stream the circles in over time or something else that will work to load them?

    question 
    opened by osteth 5
  • Create a marker click listener for the map

    Create a marker click listener for the map

    I changed init.py and gmapjs.html in order to add functionality for a click listener to the marker. I fixed up the code as well to include the missing comma in file gmapjs.html in line 35 causing users to not see the map loaded up. I also added a property called {{gmap.varname}}_clickedMarker to the map in order to see the lat and lng of the last clicked marker.

    opened by gferioli0418 4
  • Mixed content error http vs https

    Mixed content error http vs https

    Hi,

    I have a problem when I load my site with https protocol, and the script (gmaps) loads over http.

    The message is the following: was loaded over HTTPS, but requested an insecure script 'http://maps.googleapis.com/maps/api/js?sensor=false'. This request has been blocked; the content must be served over HTTPS.

    Thx,

    opened by joanbales 4
  • Bad setup.py in 0.2.5

    Bad setup.py in 0.2.5

    0.2.4 is fine, regression occurs at 0.2.5

    Repro is easy:

    pip install -v flask-googlemaps
    

    Tidbit you're interested in is

    Installing collected packages: Werkzeug, MarkupSafe, Jinja2, click, itsdangerous, flask, flask-googlemaps
    
      Compiling /private/var/folders/2h/0dr8jftd1916yq_lp40__wzh0000gn/T/pip-build-avapA_/Jinja2/jinja2/asyncfilters.py ...
        File "/private/var/folders/2h/0dr8jftd1916yq_lp40__wzh0000gn/T/pip-build-avapA_/Jinja2/jinja2/asyncfilters.py", line 7
          async def auto_to_seq(value):
                  ^
      SyntaxError: invalid syntax
    
      Compiling /private/var/folders/2h/0dr8jftd1916yq_lp40__wzh0000gn/T/pip-build-avapA_/Jinja2/jinja2/asyncsupport.py ...
        File "/private/var/folders/2h/0dr8jftd1916yq_lp40__wzh0000gn/T/pip-build-avapA_/Jinja2/jinja2/asyncsupport.py", line 22
          async def concat_async(async_gen):
                  ^
      SyntaxError: invalid syntax
    

    Impact to user is when you do pip freeze it won't show Flask-GoogleMaps==0.2.5

    The error is coming from Jinja but pip install Flask still causes Flask to show up in pip freeze, so something is wrong with the setup.py

    opened by wontonst 3
  • [bug] All the described ways of showing a map in this repo don't work

    [bug] All the described ways of showing a map in this repo don't work

    Describe the bug A clear and concise description of what the bug is.

    All the described ways of showing a map in this repo don't work.

    To Reproduce Steps to reproduce the behavior:

    1. Having the following folder structure
    # /path/
    # ...../folder/...
    ├── README.md
    ├── __pycache__
    │   └── app.cpython-310.pyc
    ├── app.py
    ├── static
    └── templates
        └── example.html
    
    1. Having the following config files:
    Config files

    /path/.env

    Your .env content here
    

    and

    /path/settings.toml

    [default]
    
    1. Having the following app code:
      from flask import Flask, render_template
      from flask_googlemaps import GoogleMaps, Map
      
      app = Flask(__name__, template_folder=".")
      GoogleMaps(app)
      
      
      @app.route("/")
      def mapview():
          # creating a map in the view
          mymap = Map(
              identifier="view-side",
              lat=37.4419,
              lng=-122.1419,
              markers=[(37.4419, -122.1419)],
          )
          sndmap = Map(
              identifier="sndmap",
              lat=37.4419,
              lng=-122.1419,
              markers=[
                  {
                      'icon': 'http://maps.google.com/mapfiles/ms/icons/green-dot.png',
                      'lat': 37.4419,
                      'lng': -122.1419,
                      'infobox': "<b>Hello World</b>",
                  },
                  {
                      'icon': 'http://maps.google.com/mapfiles/ms/icons/blue-dot.png',
                      'lat': 37.4300,
                      'lng': -122.1400,
                      'infobox': "<b>Hello World from other place</b>",
                  },
              ],
          )
          return render_template('/templates/example.html', mymap=mymap, sndmap=sndmap)
      
      
      if __name__ == "__main__":
          app.run(debug=True)
    
    
    1. Executing under the following environment

    flask run, pycharm run, ...

    Expected behavior A clear and concise description of what you expected to happen.

    Debug output

     * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
     * Restarting with watchdog (fsevents)
     * Debugger is active!
     * Debugger PIN: 119-826-731
    127.0.0.1 - - [02/May/2022 23:59:41] "GET / HTTP/1.1" 200 -
    127.0.0.1 - - [02/May/2022 23:59:43] "GET / HTTP/1.1" 200 
    

    Environment (please complete the following information):

    • OS: macOS Monterey 12.3.1

    Additional context

    example.html:

    <!DOCTYPE html>
    <html lang="en">
    <head>
        <meta charset="UTF-8">
        <title>Title</title>
    </head>
    <body>
    {{googlemap("sndmap", lat=0.23234234, lng=-0.234234234, markers=[(0.12, -0.45345)])}}
    </body>
    </html>
    

    s

    bug duplicate 
    opened by ghost 2
  • Prevent cluster at zoom level

    Prevent cluster at zoom level

    I have a map populated very densely with markers. Zoomed all the way in it is still clustering. Is it possible to prevent clustering at a zoom level or lower?

    question 
    opened by d0ngl3md 0
  • Release the latest version of the library to pypi

    Release the latest version of the library to pypi

    Hello, as the title says the latest version of the library is not on pypi and cannot be installed with pip. The latest version on there has a bug in gmapjs.html (on line 41 a comma is missing). I would be really thankful if you release it on pypi as I am trying to deploy an app with this library on heroku. Thanks!

    question 
    opened by veselin-angelov 3
  • [bug]Maps not loading to page

    [bug]Maps not loading to page

    I can't get the example maps to load to the page 'example.html'. When I go to my API metrics page on the Google Cloud Platform the number of calls to my API is not changing.

    I have tested my API key with a standard JS request and it is increasing and therefore the key is working.

    I have the following code on my app.py and my 'example.html' is exactly as is given in the repo front page.

    Any ideas? Feedback is greatly appreciated.

    from flask import Flask, render_template
    from flask_googlemaps import GoogleMaps
    from flask_googlemaps import Map
    
    app = Flask(__name__)
    app.config['GOOGLEMAPS_KEY'] = "my_API_key"
    GoogleMaps(app, key="my_API_key")
    
    @app.route("/")
    def mapview():
        # creating a map in the view
        mymap = Map(
            identifier="view-side",
            lat=37.4419,
            lng=-122.1419,
            markers=[(37.4419, -122.1419)]
        )
        sndmap = Map(
            identifier="sndmap",
            lat=37.4419,
            lng=-122.1419,
            markers=[
              {
                 'icon': 'http://maps.google.com/mapfiles/ms/icons/green-dot.png',
                 'lat': 37.4419,
                 'lng': -122.1419,
                 'infobox': "<b>Hello World</b>"
              },
              {
                 'icon': 'http://maps.google.com/mapfiles/ms/icons/blue-dot.png',
                 'lat': 37.4300,
                 'lng': -122.1400,
                 'infobox': "<b>Hello World from other place</b>"
              }
            ]
        )
        return render_template('example.html', mymap=mymap, sndmap=sndmap)
    
    if __name__ == "__main__":
        app.run(debug=True)
    
    bug 
    opened by phukeo 10
  • (index):49 Uncaught SyntaxError: Unexpected identifier

    (index):49 Uncaught SyntaxError: Unexpected identifier

    When run the examples i get the following error: (index):49 Uncaught SyntaxError: Unexpected identifier, in the last line of following code:

    gmap = new google.maps.Map(
            document.getElementById('gmap'), {
                center: new google.maps.LatLng(37.4419, -122.1419),
                zoom: 13,
                mapTypeId: google.maps.MapTypeId.ROADMAP,
                zoomControl: true,
                mapTypeControl: true,
                scaleControl: true,
                streetViewControl: true,
                rotateControl: true,
                scrollwheel: true,
                fullscreenControl: true
                styles: "height:500px;width:800px;margin:0;"
            });
    

    Looks like he needs the comma at the end of the next line of code. " fullscreenControl: true".

    Thanks a lot. DTapia.

    bug 
    opened by DTHerrera 6
  • Add a marker label

    Add a marker label

    Hello, I cannot figure out how to add a label on my marker as here Is this possible?

    I tried adding an icon property but with no results

    icon = {
            'path': 'M 0,0 C -2,-20 -10,-22 -10,-30 A 10,10 0 1,1 10,-30 C 10,-22 2,-20 0,0 z M -2,-30 a 2,2 0 1,1 4,0 2,2 0 1,1 -4,0',
            'title': 'Mytitle,
            'fillColor': '#000',
            'strokeColor': '#000',
            'strokeWeight': 1,
            'scale': 1,
            'label': 'Mylabel',
            'labelOrigin': {'x': 10, 'y': 10}
    }
    

    ANy help would be much appreciated. Thank you for this great extension :)

    question 
    opened by harisbal 0
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Hierarchical Uniform Manifold Approximation and Projection

HUMAP Hierarchical Manifold Approximation and Projection (HUMAP) is a technique based on UMAP for hierarchical non-linear dimensionality reduction. HU

Wilson Estécio Marcílio Júnior 160 Jan 06, 2023
PyTorch implementation of DeepDream algorithm

neural-dream This is a PyTorch implementation of DeepDream. The code is based on neural-style-pt. Here we DeepDream a photograph of the Golden Gate Br

121 Nov 05, 2022
Neural network for digit classification powered by cuda

cuda_nn_mnist Neural network library for digit classification powered by cuda Resources The library was built to work with MNIST dataset. python-mnist

Nikita Ardashev 1 Dec 20, 2021
OCR Post Correction for Endangered Language Texts

📌 Coming soon: an update to the software including features from our paper on semi-supervised OCR post-correction, to be published in the Transaction

Shruti Rijhwani 96 Dec 31, 2022
A Fast Sequence Transducer Implementation with PyTorch Bindings

transducer A Fast Sequence Transducer Implementation with PyTorch Bindings. The corresponding publication is Sequence Transduction with Recurrent Neur

Awni Hannun 184 Dec 18, 2022
3D Pose Estimation for Vehicles

3D Pose Estimation for Vehicles Introduction This work generates 4 key-points and 2 key-edges from vertices and edges of vehicles as ground truth. The

Jingyi Wang 1 Nov 01, 2021
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

TensorLayer is a novel TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers. It provides an extens

TensorLayer Community 7.1k Dec 27, 2022
Code for DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning

DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning Pytorch Implementation for DisCo: Remedy Self-supervi

79 Jan 06, 2023
Keyword-BERT: Keyword-Attentive Deep Semantic Matching

project discription An implementation of the Keyword-BERT model mentioned in my paper Keyword-Attentive Deep Semantic Matching (Plz cite this github r

1 Nov 14, 2021
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

PointRCNN PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Code release for the paper PointRCNN:3D Object Proposal Generation a

Shaoshuai Shi 1.5k Dec 27, 2022
The code for 'Deep Residual Fourier Transformation for Single Image Deblurring'

Deep Residual Fourier Transformation for Single Image Deblurring Xintian Mao, Yiming Liu, Wei Shen, Qingli Li and Yan Wang News 2021.12.5 Release Deep

145 Jan 05, 2023
Implementation of Kronecker Attention in Pytorch

Kronecker Attention Pytorch Implementation of Kronecker Attention in Pytorch. Results look less than stellar, but if someone found some context where

Phil Wang 16 May 06, 2022
HairCLIP: Design Your Hair by Text and Reference Image

Overview This repository hosts the official PyTorch implementation of the paper: "HairCLIP: Design Your Hair by Text and Reference Image". Our single

322 Jan 06, 2023
Tensorflow 2.x implementation of Vision-Transformer model

Vision Transformer Unofficial Tensorflow 2.x implementation of the Transformer based Image Classification model proposed by the paper AN IMAGE IS WORT

Soumik Rakshit 16 Jul 20, 2022
Rethinking of Pedestrian Attribute Recognition: A Reliable Evaluation under Zero-Shot Pedestrian Identity Setting

Pytorch Pedestrian Attribute Recognition: A strong PyTorch baseline of pedestrian attribute recognition and multi-label classification.

Jian 79 Dec 18, 2022
3DMV jointly combines RGB color and geometric information to perform 3D semantic segmentation of RGB-D scans.

3DMV 3DMV jointly combines RGB color and geometric information to perform 3D semantic segmentation of RGB-D scans. This work is based on our ECCV'18 p

Владислав Молодцов 0 Feb 06, 2022
Deep Dual Consecutive Network for Human Pose Estimation (CVPR2021)

Beanie - is an asynchronous ODM for MongoDB, based on Motor and Pydantic. It uses an abstraction over Pydantic models and Motor collections to work wi

295 Dec 29, 2022
[CVPR 2021] MiVOS - Scribble to Mask module

MiVOS (CVPR 2021) - Scribble To Mask Ho Kei Cheng, Yu-Wing Tai, Chi-Keung Tang [arXiv] [Paper PDF] [Project Page] A simplistic network that turns scri

Rex Cheng 65 Dec 22, 2022
An API-first distributed deployment system of deep learning models using timeseries data to analyze and predict systems behaviour

Gordo Building thousands of models with timeseries data to monitor systems. Table of content About Examples Install Uninstall Developer manual How to

Equinor 26 Dec 27, 2022
A Pytorch Implementation for Compact Bilinear Pooling.

CompactBilinearPooling-Pytorch A Pytorch Implementation for Compact Bilinear Pooling. Adapted from tensorflow_compact_bilinear_pooling Prerequisites I

169 Dec 23, 2022