HerdNet
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Alexandre-Delplanque
Code for paper "From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?"
Hi, first congrats to the two papers "Will artificial intelligence revolutionize aerial surveys? A first large-scale semi-automated survey of African wildlife using oblique imagery and deep learning" and "From crowd...
On MacOS font wasn't available by default, this uses the built-in PIL bitmap font.
Hello Alexandre, Thank you for open-sourcing this amazing work. I have tried to train HerdNet for single class detection (i.e. only 1 class for wildlife) but the evaluation results are...
Hello Alexandre, Thank you for the amazing work you've done with HerdNet. Here are the changes: - animaloc/datasets/folder.py: adding argument ``images_paths`` to override root_dir - animaloc/eval/evaluators.py#L161 : inside the evaluate...
1. docker files 2. correction for batch size > 1 when testing 3. classes for animal density
Clarification on correct setup for training HerdNet from DLA backbone (down_ratio, FIDT, Stitcher)
Hi Alexandre, First of all, thank you for releasing animaloc and the HerdNet implementation. I’m currently working on replicating the results from the paper and wanted to clarify the correct...
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Code for paper "From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?"