DeepFaune/deepfaune-vit_large_patch16_dinov3.lvd1689m

THIS README IS WORK IN PROGRESS

This model was trained by the Deepfaune initiative.

We measured the performance (recall per class) of the classification model:

Classes	Out-of-sample Test	Out-of-sample Test Support	Training Support
bison / bison	99,89%	4604	56951
badger / blaireau	98,23%	6882	110525
ibex / bouquetin	NA	0	10918
beaver / castor	98,57%	70	7542
red deer / cerf	97,76%	121474	370657
golden jackal / chacal doré	89,39%	2394	10449
chamois / chamois	97,07%	5674	139071
cat / chat	97,86%	21020	63646
goat / chèvre	79,06%	1237	6442
roe deer / chevreuil	98,71%	60474	484170
dog / chien	96,75%	2245	54548
raccoon dog / chien viverrin	92,27%	556	19099
fallow deer / daim	94,30%	1176	244446
squirrel / écureuil	98,93%	2426	28598
moose / élan	97,41%	6372	61257
equid / équidé	90,53%	2966	43051
genet / genette	97,27%	2524	917
wolverine / glouton	92,94%	5465	3494
hedgehog / hérisson	95,38%	65	718
lagomorph / lagomorphe	99,16%	17980	76669
wolf / loup	100,00%	293	37136
otter / loutre	100,00%	2	2325
lynx / lynx	99,90%	1047	10741
mongoose / mangouste	100,00%	23	616
marmot / marmotte	94,88%	1485	2338
micromammal / micromammifère	97,27%	403	35596
mouflon / mouflon	90,70%	5976	4758
sheep / mouton	99,24%	6546	197586
mustelid / mustélidé	97,94%	5836	31782
bird / oiseau	99,65%	57884	213822
bear / ours	96,09%	3732	13091
porcupine / porc-épic	97,59%	581	9319
nutria / ragondin	88,18%	770	1303
muskrat / rat musqué	75,00%	24	1444
racoon / raton laveur	93,56%	11419	60071
fox / renard	97,42%	47314	254662
arctic fox / renard arctique	94,37%	8746	336544
reindeer / renne	98,84%	518	11906
wild boar / sanglier	99,10%	168134	292876
cow / vache	98,16%	7647	148429