#deeplearning🌳🌲
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smartforest.bsky.social
@johannesrahlf.bsky.social presented #ForestSens at the #ANDSummit2025 at Oracle in Redwood Shores, CA!

🌲 LiDAR-based tree segmentation
🌳 Drone-driven tree species classification
🔥 Forest disturbance and damage detection

#AI #LiDAR #forestmanagement #precisionforestry #deeplearning

📷 Jean Ihm
April 10, 2025 at 9:09 AM
emilyrlines.bsky.social
Our new paper and software tool PointsToWood is out! Led by Harry Owen and Targeted at high performance for small branches, PointsToWood performs #deeplearning enabled leaf-wood semantic segmentation of high resolution #TLS point clouds. 🌿 🌲 🌳

👇performance on unseen tropical data
Image shows leaf (black) wood (red) separation by PointsToWood on an unseen tropical forest dataset from Cameroon. Even though we only trained on European forest data, the diversity and high quality of our training dataset results in excellent performance in other biomes.
March 7, 2025 at 12:39 PM
mirelabs.bsky.social
Do you want to do a short #scientific exchange? #deeplearning #forestry #treediversity #TreeAI We still welcome applications! ➡️ 3dforecotech.eu/activities/s... 🌲💻🌳
January 15, 2025 at 10:40 PM
mirelabs.bsky.social
📢Data call! Your work could be the next dot on our global map!
Join us in this🌍initiative to map tree species!
Choose a license for your data and join us as a co-author. Together we can create a #universalmodel for #tree #species using #remotesensing #deeplearning🌳🌲
form.ethz.ch/research/dat...
January 6, 2025 at 8:48 PM