In this paper, we trained a DINOv2 -based classifier on iNaturalist data to generate 140k pseudo-labels from #UAV imagery. The labels were used to pretrain and fine-tune a semantic #segmentation model, outperforming manual labelling on plant species segmentation 🌲.

#RemoteSensing #ComputerVision

Of course, these lists were just started. They are far from being exhaustive 😉

youtu.be/asjQNZn7vng

This project was made with free and #opensource software:

- @freecad.bsky.social for the outline
- #Inkscape for the PCB art
- @kicad.org for the PCB design
- #PlatformIO for ATtiny programming

More info: github.com/IamPhytan/ch...

#FOSS #Electronics #Programming @microchip-makes.bsky.social

(2/2) On the downside, I have been applying for #jobs since September, with few replies. The end of 2024 has been a moment of uncertainty for me, with many questions and few answers.

I hope that 2025 will be a better #year to get hired. Until then, here is my resume:
damienlarocque.gitlab.io/cvitae

This year, while writing my master's thesis, I found this great blog post from @rerun.io that shows the structure of #rosbags. I recommend it to anyone who wonders how rosbags work.
It helps understand why not all rosbags can be easily recovered when your robot's battery dies 🪫.
rerun.io/blog/rosbag