Spaces:
Running
Running
| title: MargaDrishti | |
| emoji: 🛣️ | |
| colorFrom: yellow | |
| colorTo: indigo | |
| sdk: static | |
| app_file: index.html | |
| pinned: false | |
| license: mit | |
| short_description: Spatio-temporal risk for Bengaluru road capacity | |
| # मार्गदृष्टि · MargaDrishti | |
| Where and when Bengaluru loses road capacity — to illegal parking and to traffic | |
| events — from 298,445 cleaned violation records and 8,173 ASTraM events. | |
| **[Source](https://github.com/adarshcod30/MargaDrishti)** · | |
| **[Models](https://huggingface.co/adarshcod30/margadrishti-models)** | |
| ## Read the caveats on each screen | |
| This ranks predicted **enforcement demand**, not where illegal parking occurs. | |
| 94% of the variance in violation counts is explained by patrol history, the | |
| project's own fairness audit returns **HIGH concern**, and no statistically | |
| significant hotspot survives adjusting for patrol effort. The Congestion Impact | |
| Score is a *constructed index*, not a measurement, and is not externally | |
| validated. | |
| Everything is precomputed — no server, no API. The whole surface bundle is | |
| 1.75 MB and the page is 129 KB gzipped. | |