Convert photographed receipts into accounting CSV files
A developer built a browser application that sends receipt images to Gemini, returns editable structured records and exports CSV files compatible with Money Forward accounting. A hosted demo and repository are linked. The author reports API retries but provides no accuracy benchmark.
Source checked: the source link is valid and the automated fact check passed. The summary is AI-assisted. This is not human verification. Check the original source before relying on its claims.
For whom
Freelancers and small bookkeeping teams; basic accounting and API-key setup knowledge.
Not for
It is unsuitable for posting transactions without checking extracted values.
Brain Score
- Impact
- 0/2
- Evidence
- 1/2
- Reproducibility
- 2/2
- Maturity
- 0/2
- Reach
- 1/2
Five values from 0 to 2. The total has a minimum of 1. A reading aid based on the source, not an independently measured performance result. How the score works
Still current?
Outdated
Today: replace the retired Gemini 2.0 Flash model with Gemini 3.8 Flash and validate the editable records before CSV export.
Augments or replaces?
Mixed
Today: AI extracts receipt fields, while users correct records and decide how expenses should be categorized.
Original source
- Type
- Blog
- Published
- Data as of
The data date records when this dataset was included in the collection. It is separate from the publication date of the source.