streamlit/demo-self-driving
Some data may be outdated — see provenance labels.
Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO. observed · 2026-09-29
Health v2 · maintenance only
56/100
- Activity 53
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2601
- days_rel: n/a
- days_push: 284
- n_releases_24m: 0
Adoption not part of the score
1293 stars · 472 forks observed · 2026-09-29
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Streamlit demo app that provides an interactive image browser for the Udacity self-driving-car dataset with realtime YOLO object detection, implemented in under 300 lines of Python. It serves as an official example illustrating Streamlit's major building blocks.
Use cases
- browse and explore the udacity self-driving car dataset images
- run realtime yolo object detection on images
- learn how to build a streamlit app
- demo computer vision models in an interactive web app
- example of image annotation visualization
When to choose
- you want a ready-made example of object detection in a Streamlit app
- you are learning Streamlit and want to see its building blocks in action
- you need a quick interactive browser for the Udacity self-driving dataset
When to avoid
- you need production-grade object detection pipelines
- you want a general-purpose image annotation or labeling tool
- you don't use Python or Streamlit
Facets
application · maturity stable
image-processing computer-vision data-visualization computer-vision autonomous-vehicles data-visualization machine-learning python cross-platform streamlit yolo object-detection udacity-dataset demo-app image-browser web-server
1 source
- readme: https://github.com/streamlit/demo-self-driving · fetched 2026-09-29 · 6336fdd8d86e
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| streamlit/demo-self-driving | main | 56 |
For agents
markdown · JSON · MCP: product_card(name="streamlit/demo-self-driving")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem