# groundboxerrespect/Dlls5-auto

> Self-hosted Python/FastAPI image enhancement service that applies a "neural rendering" look to photos, screenshots and game captures — bloom, filmic tone mapping, 6 style presets, REST API and batch mode.

- Magnitude: 0.8 out of 10 — Steady
- Stars: 443 total · +0 stars on 2026-09-29 (UTC), ≈ 6 by evening
- Star trust: unusual star pattern (heuristic)
- Category: Generative media · Language: Python · License: MIT · Created: 2026-09-12 · Last push: 2026-09-26
- GitHub: https://github.com/groundboxerrespect/Dlls5-auto · Page: https://gitnova.dev/en/r/groundboxerrespect/Dlls5-auto

## Useful for

- Run the service in Docker and enhance a screenshot via POST /api/generate with the cinematic preset
- Process a folder of photos in one ZIP request to /api/batch with the neon_night preset
- Embed the REST API into a Discord or Telegram bot to enhance user-submitted images

## Why it’s here

- 0 stars so far today, about 6 expected by the end of the day.
- The repository is 17 days old and already has 443 stars.

## Star trust

Unusual star pattern (heuristic).
- Very few forks: 2 for 443 stars. Active projects usually have 3–15 forks per 100 stars.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 2
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 12 per day
- Usual pace: 20 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-16 3.4, 09-17 2.1, 09-18 1.8, 09-19 1.7, 09-20 1.6, 09-21 1.7, 09-22 1.1, 09-23 1.1, 09-24 1.1, 09-25 1.1, 09-26 1.0, 09-27 1.0, 09-28 1.1, 09-29 0.8

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-29 00:16 UTC, updated every 30 minutes.