Instructions to use kiolPL/naturavision with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use kiolPL/naturavision with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-4B") model = PeftModel.from_pretrained(base_model, "kiolPL/naturavision") - Notebooks
- Google Colab
- Kaggle
| label_id,kingdom,scientific_name,polish_name,english_name | |
| PLANT_01,plants,Pinus sylvestris,sosna zwyczajna,Scots pine | |
| PLANT_02,plants,Picea abies,swierk pospolity,Norway spruce | |
| PLANT_03,plants,Betula pendula,brzoza brodawkowata,silver birch | |
| PLANT_04,plants,Betula pubescens,brzoza omszona,downy birch | |
| PLANT_05,plants,Quercus robur,dab szypulkowy,pedunculate oak | |
| PLANT_06,plants,Quercus petraea,dab bezszypulkowy,sessile oak | |
| PLANT_07,plants,Fagus sylvatica,buk zwyczajny,European beech | |
| PLANT_08,plants,Alnus glutinosa,olsza czarna,black alder | |
| PLANT_09,plants,Populus tremula,osika,European aspen | |
| PLANT_10,plants,Acer platanoides,klon zwyczajny,Norway maple | |
| PLANT_11,plants,Sorbus aucuparia,jarzab pospolity,rowan | |
| PLANT_12,plants,Corylus avellana,leszczyna pospolita,common hazel | |
| PLANT_13,plants,Vaccinium myrtillus,borowka czarna,bilberry | |
| PLANT_14,plants,Vaccinium vitis-idaea,borowka brusznica,lingonberry | |
| PLANT_15,plants,Calluna vulgaris,wrzos zwyczajny,heather | |
| PLANT_16,plants,Convallaria majalis,konwalia majowa,lily of the valley | |
| PLANT_17,plants,Oxalis acetosella,szczawik zajeczy,wood sorrel | |
| PLANT_18,plants,Anemone nemorosa,zawilec gajowy,wood anemone | |
| PLANT_19,plants,Maianthemum bifolium,konwalijka dwulistna,false lily of the valley | |
| PLANT_20,plants,Pteridium aquilinum,orlica pospolita,bracken | |
| FUN_01,fungi,Boletus edulis,borowik szlachetny,king bolete | |
| FUN_02,fungi,Leccinum scabrum,kozlarz babka,birch bolete | |
| FUN_03,fungi,Leccinum aurantiacum,kozlarz czerwony,red-capped scaber stalk | |
| FUN_04,fungi,Cantharellus cibarius,pieprznik jadalny,chanterelle | |
| FUN_05,fungi,Suillus luteus,maslak zwyczajny,slippery jack | |
| FUN_06,fungi,Suillus bovinus,maslak sitarz,Jersey cow mushroom | |
| FUN_07,fungi,Lactarius deliciosus,mleczaj rydz,saffron milk cap | |
| FUN_08,fungi,Lactarius deterrimus,mleczaj swierkowy,spruce milk cap | |
| FUN_09,fungi,Russula cyanoxantha,golabek zielonawofioletowy,charcoal burner | |
| FUN_10,fungi,Russula claroflava,golabek blotny,yellow swamp russula | |
| FUN_11,fungi,Macrolepiota procera,czubajka kania,parasol mushroom | |
| FUN_12,fungi,Amanita muscaria,muchomor czerwony,fly agaric | |
| FUN_13,fungi,Amanita phalloides,muchomor sromotnikowy,death cap | |
| FUN_14,fungi,Armillaria mellea,opienka miodowa,honey fungus | |
| FUN_15,fungi,Coprinus comatus,czernidlak kolpakowaty,shaggy ink cap | |
| FUN_16,fungi,Lycoperdon perlatum,purchawka chropowata,common puffball | |
| FUN_17,fungi,Phallus impudicus,sromotnik bezwstydny,common stinkhorn | |
| FUN_18,fungi,Fomitopsis pinicola,pniarek obrzezony,red-belted bracket | |
| FUN_19,fungi,Trametes versicolor,wrosniak roznobarwny,turkey tail | |
| FUN_20,fungi,Xerocomellus chrysenteron,podgrzybek czerwonawy,red cracking bolete | |