TrailNote: an offline photo guesser for birds and plants

Описание и применение

TrailNote – офлайн‑инструмент для распознавания птиц и растений, использующий модель CLIP и работающий без API‑ключа.

Задача

Users want to identify birds or plants during walks without relying on online services or API keys.

Результат

TrailNote delivers quick, offline bird and plant identification with confidence scores, enabling field users to get instant guesses without internet access.

Рабочий процесс

• Take a photo of a bird or plant
• Run the TrailNote CLI command with the image path
• The tool loads the CLIP model from local cache
• It scores the image against ~35 hardcoded labels
• Outputs top 3 guesses with confidence percentages
• Optionally logs the guess with date to a JSON file
• Optionally upload image via Gradio page

Доказательства

TrailNote is a small command-line tool for walks. Take a photo of a bird or plant, run one command, and it gives you its top 3 guesses with confidence scores.

Источник

The model is OpenAI's CLIP (clip-vit-base-patch32), an open-weight model, run through the Hugging Face transformers zero-shot image classification pipeline.

Источник

On my CPU a run took about 7 seconds. PyTorch alone is around 750MB.

Источник

It runs on your own machine with no API key and no account.

Источник