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DeepForest Alternatives
Similar projects and alternatives to DeepForest
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detectreeRGB
Repository for tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data. Further scripts to analyse the mortality rates and carbon stocks of identified individual trees.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better DeepForest alternative or higher similarity.
DeepForest reviews and mentions
Posts with mentions or reviews of DeepForest.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-18.
- Automated Tree Detection from Drone imagery using Python?
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How to detect canopy gaps in a forest ?
You could go down the deep learning semantic segmentation route but it means training your own model or using a pretrained model like DeepForest, detectreeRGB, or TreeCrownDelineation. That last repo says it's been tested on WorldView-3 imagery which is what Esri uses for their world imagery I believe. However, you will have to set all this up and that's another kettle of fish!
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Forestry project questions
You should look at the existing Python packages for tree crown delineation. This one should work: https://github.com/weecology/DeepForest
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Stats
Basic DeepForest repo stats
3
448
8.9
8 days ago
weecology/DeepForest is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of DeepForest is Python.
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