Feemag Tools models

Unmodified open models used by the free in-browser tools at tools.feemag.com. Every tool runs on the visitor's device; these files are the only thing it downloads, and no user file is ever uploaded.

This repo only mirrors the files. Each model keeps its original licence, listed below and in the licence file next to it.

Folder Model Source Licence Used by
background/ U-2-Net, FP32 ONNX (~176 MB) BritishWerewolf/U-2-Net @ c08042b462485d8597c89d3ce831d00be8582c5c, from xuebinqin/U-2-Net Apache-2.0 (background/LICENSE-U2Net.txt) Background remover
ocr/ PP-OCRv6 small detection and recognition (~30 MB) Official PaddleOCR archives (ocr/README in the tools repo lists the URLs) Apache-2.0 (ocr/LICENSE-PaddleOCR.txt) OCR PDF, Image to text, PDF to Word
speech/whisper-base_timestamped/ Whisper base, ONNX q8 (~77 MB) onnx-community/whisper-base_timestamped @ 608c49e61301901684bc36cac8f74b95ff6b5a8e, from openai/whisper MIT (speech/LICENSE-Whisper.txt) Audio to text

File layout

Large files are split into 50 MiB parts named <name>-<index>-<hash>.bin. The JSON file next to them (u2net.json, <name>.onnx.json) lists the parts in order with their SHA-256 and the SHA-256 of the whole file; joining the parts in order gives back the original file byte for byte. ocr/sha256.json lists the hashes of the two PaddleOCR archives.

The tools load these files from one fixed commit of this repo and check every hash in the browser before using a file.

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