README.md

metadata

title: Mushroom Classifier
emoji: 🍄
colorFrom: indigo
colorTo: indigo
sdk: gradio
sdk_version: 5.31.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: AI-powered mushroom classification for 4 popular species

Mushroom Species Classifier

This is an AI-powered application that can classify four different types of mushrooms commonly found in Europe:

• Amanite (Amanita) - Including some of the most striking mushroom species
• Bolet (Boletus) - Including prized edible species like porcini
• Morille (Morchella) - Highly sought-after edible mushrooms
• Truffe (Tuber) - Prestigious underground fungi

How to Use

1. Visit the Space's webpage
2. Upload an image of a mushroom using the interface
3. The model will analyze the image and provide probability scores for each mushroom type
4. Results are displayed as percentages for each possible species

Technical Details

• Built using FastAI and PyTorch
• Uses a fine-tuned ResNet model
• Deployed using Gradio interface
• Training dataset includes numerous images of each mushroom type

Important Note

This classifier is for educational purposes only. Never use AI alone to identify edible mushrooms. Always consult expert mycologists or official guides for mushroom identification, as some species can be deadly if misidentified.

About

This Space was created as part of a FastAI course project to demonstrate practical applications of deep learning in nature classification tasks.