simplevision
Run SimpleVision computer-vision pipelines from Python.
SimpleVision is a learning tool for students: you build a vision pipeline
visually in the desktop editor (threshold, blob detect, color match,
geometric match, OCR, …), tick the measurements you care about, and the
editor saves the pipeline as a single .simplevision JSON file. This
library is the companion that runs that pipeline from Python so you can
plug the measurements into your own code.
Install
pip install simplevision
OCR is optional (it pulls in RapidOCR + ONNX Runtime, ~300 MB):
pip install "simplevision[ocr]"
Use it
Open your pipeline in the SimpleVision editor, tick the measurements you want in Output Control, and save. Then in Python:
from simplevision import Pipeline
p = Pipeline.load("my_pipeline.simplevision")
p.run()
# Each name below is one you typed in the editor's Output Control panel.
if p.outputs.MatchPercentage[0] > 0.85:
print("Match found at", p.outputs.Centroids[0])
Pass your own frame to p.run() to process many images through the same
pipeline:
import cv2
for path in ["frame_001.png", "frame_002.png", "frame_003.png"]:
p.run(path)
print(path, "->", p.outputs.Count)
print(p.outputs) shows everything readably — handy while you're getting
oriented.
What's in the package
simplevision.Pipeline,simplevision.Outputs,simplevision.Point— the student-facing API.simplevision.runtime— the execution engine. You normally don't import this directly; the desktop app uses it as a sidecar andPipeline.run()drives it under the hood. The runtime is documented indocs/pipeline-spec.mdif you want to build pipelines without the editor.
License
Apache-2.0. See LICENSE and NOTICE.
1 maintainer
Metadata
1 maintainer
Release files for simplevision 0.9.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| simplevision-0.9.7.tar.gz | 133.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| simplevision-0.9.7-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 313.8 kB
Release files / simplevision-0.9.7.tar.gz
| Download URL | simplevision-0.9.7.tar.gz |
|---|---|
| Size | 133.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
77d6a66fd1858260355d811ea1b43b38e0b51511e289cc64e841d3d56121ca09
|
|
BLAKE2b-256 checksum How to use checksums |
cc3d58568bf4815e5e360b51be7c24e93d6c965d725f513cbf782742175bc2f5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 12, 2026.
Transparency logRelease files / simplevision-0.9.7-py3-none-any.whl
| Download URL | simplevision-0.9.7-py3-none-any.whl |
|---|---|
| Size | 180.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
252235a43cd8a112d1900f73cbeb5db7ca3b6c9cfaa8374b225ddfca1d67fdf4
|
|
BLAKE2b-256 checksum How to use checksums |
70b9a970b1c0a3042e8bca3b33ae879584a1f1768bd23ffbbcae19a519112d7f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Aug 12, 2026.
Transparency log
