Source: https://seerepo.com/compare/deepinsight/insightface/vs/tensorflow/models
Markdown source: https://seerepo.com/compare/deepinsight/insightface/vs/tensorflow/models.md
Description: insightface and models share 9 technologies: FastAPI, matplotlib, Google, scikit-learn, torch, opencv-python, scikit-image, torchvision, and pillow. Both are written in Python.

# insightface vs models

insightface and models share 9 technologies: FastAPI, matplotlib, Google, scikit-learn, torch, opencv-python, scikit-image, torchvision, and pillow. Both are written in Python.

- [deepinsight/insightface](https://seerepo.com/r/deepinsight/insightface): State-of-the-art 2D and 3D Face Analysis Project
- [tensorflow/models](https://seerepo.com/r/tensorflow/models): Models and examples built with TensorFlow

## What they share and what sets them apart

- In common: FastAPI, matplotlib, Google, scikit-learn, torch, opencv-python, scikit-image, torchvision, pillow
- Only in insightface: androidx.activity:activity, sphinx-rtd-theme, constraintlayout, androidx.appcompat:appcompat, androidx.camera:camera-view, Plotly, sklearn, albumentations, recommonmark, sphinx-markdown-tables, androidx.exifinterface:exifinterface, loguru
- Only in models: Google Cloud Storage, seaborn, google-auth-oauthlib, cupy-cuda12x, einops, TensorFlow, tf-keras, sentencepiece, nltk, tritonclient, psutil

## Side by side

| | insightface | models |
|---|---|---|
| Size | 289,843 lines written, 1,073 code files | 644,066 lines written, 1,857 code files |
| Who writes it | 1.6% of its commits signed by AI. With Codex | 0% of its commits signed by AI |
| Activity | Last push October 19, 2026, 2,157 commits, 30,164 stars | Last push November 2, 2026, 8,558 commits, 77,633 stars |
| Tests | 197 test files. 15.1% of its code files have a test that imports them | 778 test files. 45.4% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, insightface or models?

models, with 644,066 lines written; insightface has 289,843.

The proof: [tensorflow/models's code at commit 19f2877](https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

### Which has more GitHub stars, insightface or models?

models, with 77,633 stars; insightface has 30,164.

The proof: [tensorflow/models on GitHub](https://github.com/tensorflow/models)

### Which has more tests, insightface or models?

models, with 778 test files; insightface has 197.

The proof: [tensorflow/models's code at commit 19f2877](https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

### Which was updated more recently, insightface or models?

models: its last push was on November 2, 2026, and insightface's on October 19, 2026.

The proof: [tensorflow/models's commits on GitHub](https://github.com/tensorflow/models/commits)

### Which has more commits signed by AI, insightface or models?

insightface: an AI signed 1.6% of its commits, with Codex.

The proof: [the commits each tool signed in deepinsight/insightface](https://seerepo.com/r/deepinsight/insightface/ai)

## Sources

- deepinsight/insightface: Read on November 7, 2026, at commit c6c3af7 (https://github.com/deepinsight/insightface/tree/c6c3af7bd2d0a0bf4b78c78437357f3521aa5d52)
- tensorflow/models: Read on November 4, 2026, at commit 19f2877 (https://github.com/tensorflow/models/tree/19f287775ae950e22a9b5fb82727e72cff2e3664)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.