Tree Identification -TreeID AI 1.4

Identify your tree using a photo of one leaf. This application utilizes artificial intelligence. The process is straightforward: wave the phone in front of the tree's leaf, and the application will provide you with the tree's name.

This application offers the opportunity to utilize computer vision techniques to identify tree species. It leverages artificial intelligence with two distinct models. The final identification result is based on the model that provides the best score between the two, ensuring optimal accuracy. These models are sourced from CreateML and Turicreate, thereby incorporating a convolutional network.

Additionally, this application features an option to report images that could not be recognized. In such instances, users can promptly report them via email to the author, continually enhancing the database quality.

The primary purpose of this application is to aid in tree identification while enjoying nature. Connecting with nature can provide invaluable energy and insights, teaching profound lessons to observant individuals. Aligning with nature can potentially enhance immunity and overall well-being.

A vast image database consisting of thousands of images has been employed to achieve maximum accuracy for each tree species, encompassing over 180 varieties:

• acer_palmatum
• acer_negundo
• ...
• pinus_strobus
• asimina_triloba
• salix_babylonica
• tsuga_canadensis
• cedrus_libani
• ...

*Note: The precise location of a tree impacts its physical characteristics and form. Trees situated in wooded areas typically exhibit more slender crowns compared to trees in spacious park environments.

If you have any inquiries, feel free to reach out to [email protected].