Finetuning for object in front of a wall

isl-org / ZoeDepth

Metric depth estimation from a single image

MIT License

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Finetuning for object in front of a wall #69

Open ariqshadi opened 1 year ago

ariqshadi commented 1 year ago

Hi, I've been trying to train / fine tune the Zoedepth using images that focuses on object in front of a wall, the wall itself is 5 meters depth [as you can see on the distribution graph, the pixel with 5 meter depth is significantly higher amount than the rest]. but, my training doesnt seem to converge. do you guys think this training with this kind of images plausible? or is there a different approach to see this?

gcordova19 commented 1 year ago

Hello,@ariqshadi , I have problems with the loader of my dataset. Did you use a new dataset? could you shareyour code? did you use colab?

YacineDeghaies commented 3 months ago

Can you tell us the exact steps you did to fine tune it on your dataset?