Some of the data for that project were downloaded from free sources using google search for approximately 400 pictures for species and around 800 pictures of mixed species. Simple_image_download package was used. See images_download.ipynb
Second part was obtained from YouTube videos. See Images_ from video. ipynb
Also more than thousand pictires was obtained from webcamera in my bird feeder.
The images were labeled and prepared for object detection using this website https://www.makesense.ai/
The easy way to access your IP camera is to use address from this website: https://www.ispyconnect.com/cameras
List of birds that are coming to the bird feeder:
English | Japanese | Russian |
---|---|---|
Eurasian jay | カケス (懸巣) | Сойка |
Great spotted woodpecker | アカゲラ (赤啄木鳥) | Большой пестрый дятел |
Greenfinch | アオカワラヒワ (青河原鶸) | Зеленушка |
Blue tit | アオガラ (青雀) | Лазоревка |
Carduelis | ゴシキヒワ (五色鶸) | Щегол |
Common redpoll | ベニヒワ (紅鶸) | Чечётка |
Great tit | シジュウカラ (四十雀) | Большая синица |
Eurasian bullfinch | ウソ (鷽) | Снегирь |
Eurasian siskin | マヒワ (真鶸) | Чиж |
Eurasian tree_sparrow | スズメ (雀) | Полевой воробей |
Hawfinch | シメ (鴲) | Дубонос |
Willow tit | コガラ (小雀) | Буроголовая гаичка |
Fieldfare | ノハラツグミ | Дрозд рябинник |
Common chaffinch | ズアオアトリ (頭青花鶏) | Зяблик |
Common linnet | ムネアカヒワ (胸赤鶸) | Коноплянка |
Brambling | アトリ(獦子鳥) | Вьюрок |
White wagtail | タイリクハクセキレイ(大陸白鶺鴒) | Белая трясогузка |
Coal tit | ヒガラ(日雀) | Московка |