AI · alternatives · 2026

24 alternatives to Mask R-CNN Neural Network for Mapping Sport Fields in OpenStreetMap

Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun. - jremillard/images-to-osm

Mask R-CNN is an AI neural network designed to automatically detect and map sports fields for OpenStreetMap. It uses computer vision to identify sports field boundaries in satellite imagery, making it easier to add… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Mask R-CNN Neural Network for Mapping Sport Fields in OpenStreetMap launched in 2018; newer entries below may have overtaken it.

1
Comprehensive Tutorials in Deep Learning Using TensorFlow▲327
:satellite: Simple and ready-to-use tutorials for TensorFlow - GitHub - instillai/TensorFlow-Course: :satellite: Simple and ready-to-use tutorials for TensorFlow
2018 · github.com · its alternatives →
2
TensorFlow 1.0▲823
Open-source machine learning library by Google
2017 · tensorflow.org · its alternatives →
3
Lobe 2.0▲483
Machine learning made easy
2020 · github.com · its alternatives →
4
Deep Learning in TensorFlow – The Roadmap for Study and Learning▲146
:satellite: Organized & Useful Resources about Deep Learning with TensorFlow - astorfi/TensorFlow-World-Resources
2019 · github.com · its alternatives →
5
I built a game to help you learn neural network architectures▲321
2024 · graphgame.sabrina.dev · its alternatives →
6
Set of trained deep learning models for computer vision▲127
Keras code and weights files for popular deep learning models. - fchollet/deep-learning-models
2016 · github.com · its alternatives →
7
TensorPort▲143
Help teams apply machine learning to real-world applications
2017 · its alternatives →
8GC
Graph Convolutional Networks – Intro to neural networks on graphs▲106
Many important real-world datasets come in the form of graphs or networks: social networks, knowledge graphs, protein-interaction networks, the World Wide Web, etc. (just to name a few). Yet, until recently, very little attention has been devoted to the generalization of neural...
2016 · tkipf.github.io · its alternatives →
9
Visual Search using features extracted from Tensor Flow inception model▲75
2016 · github.com · its alternatives →
10
AlphaEarth Foundations▲126
A "virtual satellite" to map Earth in unprecedented detail
2025 · deepmind.google · its alternatives →
11MD
My demo for vector embeddings for the Earth's surface▲106
2023 · louisquissetlabs.com · its alternatives →
12
TensorFlow 1.0▲80
Open-source machine learning library by Google
2018 · tensorflow.org · its alternatives →
13
Deep Learning Using TensorFlow – Tutorials and Source Code▲31
:earth_americas: Simple and ready-to-use tutorials for TensorFlow - TensorFlow-World/README.rst at master · astorfi/TensorFlow-World
2017 · github.com · its alternatives →
14
Satellite imagery object detection using text prompts▲53
I built a browser-based tool for detecting objects in satellite imagery using vision-language models (VLMs). You draw a polygon on the map and enter a text prompt such as "swimming pools", "oil tanks", or "buses". The system scans the selected area tile-by-tile and returns detections projected back onto the map as GeoJSON. Pipeline: select area and zoom level, split the region into mercantile tiles, run each tile with the prompt through a VLM, convert predicted bounding boxes to geographic coordinates (WGS84), and render the results back on the map. It works reasonably well for distinct…
Mar 2026 · useful-ai-tools.com · its alternatives →
15
Neural Networks and Deep Learning▲95
Core concepts behind neural networks and deep learning
2015 · neuralnetworksanddeeplearning.com · its alternatives →
16
A Course on Deep Learning Using Google's TensorFlow▲39
:earth_americas: Simple and ready-to-use tutorials for TensorFlow - astorfi/TensorFlow-World
2019 · github.com · its alternatives →
17
Neural network color recognition▲47
Trains a Hopfield recurrent neural network to recognize colors and uses it to interpret images. - mateogianolio/hopfield-colors
2015 · github.com · its alternatives →
18
Faster R-CNN object detector implemented in PyTorch and TensorFlow 2▲15
Fresh and (I think) clean implementations of Faster R-CNN in PyTorch and TensorFlow 2/Keras. I wanted to learn about object detectors and decided to understand and implement a foundational model in the field, Faster R-CNN (elements of which are still used in modern models to this day), using the paper alone. That proved to be more difficult than expected and I had to relent and take a peak at existing implementations to fill in some important gaps. I've documented my struggles and learnings in the README for others to benefit from. I also wanted to solidify my understanding of…
2022 · github.com · its alternatives →
19
AI Sports Prediction▲62
Machine Learning sports data forecasting
2022 · copascore.ai · its alternatives →
20NN
Neural network turns photos into a specific style of painting▲75
Free to use online neural network photo to painting generator.
2015 · instapainting.com · its alternatives →
21
A Comprehensive Free Course in Deep Learning Using TensorFlow▲19
:earth_americas: Simple and ready-to-use tutorials for TensorFlow - astorfi/TensorFlow-World
2018 · github.com · its alternatives →
22OA
Open Avalanche Project – Using ML to Improve Avalanche Forecasting▲42
2018 · openavalancheproject.org · its alternatives →
23
Spektral – Deep learning on graphs with Keras▲67
Graph Neural Networks with Keras and Tensorflow 2. - danielegrattarola/spektral
2019 · github.com · its alternatives →
24
OpenFace – Face recognition with Google's FaceNet deep neural network▲41
Face recognition with deep neural networks. Contribute to cmusatyalab/openface development by creating an account on GitHub.
2015 · github.com · its alternatives →

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