| Service | Tech Stack | Key Responsibilities | |---------|------------|-----------------------| | Web Front‑End | React 18 + Vite, TailwindCSS | UI, client‑side validation, temporary UUID handling | | API Gateway | Node.js (Express) + TypeScript, OpenAPI spec | Public endpoints, rate limiting, request routing | | Auth Service | Auth0 (or custom JWT) | Temporary UUID issuance, optional user accounts | | Job Queue | RabbitMQ (or AWS SQS) | Reliable async job dispatch, back‑pressure handling | | Worker Pool | Python 3.11 + FastAPI, Docker, CUDA 12 | Pull jobs, run upscale model, store result | | Upscale Engine | Custom TensorRT‑optimized model (based on ESRGAN/Real‑ESRGAN) + OpenVINO fallback | Full‑scene processing, 4× upscale, color‑preservation mode | | Object Storage | MinIO (self‑hosted) or AWS S3 | Persist original & upscaled assets, TTL for free results (48 h) | | Metrics & Logging | Prometheus + Grafana, ELK stack | SLA monitoring, usage analytics, error tracing |
| Method | Endpoint | Auth | Request | Response |
|--------|----------|------|---------|----------|
| POST | /v1/upscale/fullscene | API‑Key (free) | multipart/form-data
• file (image/video)
• scale (2, 3, 4)
• preserve_color (bool) | 202 Accepted
"job_id": "uuid", "status_url": "/v1/jobs/id" |
| GET | /v1/jobs/job_id | API‑Key | – | failed", "download_url": "https://..." (if done) |
Rate limits: 5 images / day / API‑Key; 1 video (≤ 30 s) / day. Exceeding returns 429 Too Many Requests.
| Hook | Execution | |------|-----------| | Before/After Gallery | Auto‑populate with user‑generated results (opt‑in). | | Social Challenge | “#GoldenSceneUpscale” – users post their best upscaled photo for a chance to win a 1‑yr premium. | | Referral Credits | Every friend who signs up gives both parties 2 extra free upscales. | | Content Partnerships | Embed a “Free Upscale” widget on photography blogs, gaming forums. | | SEO Keywords | Target long‑tail queries: “free full scene upscaler”, “AI upscale whole picture”, “no‑watermark free upscaling”. |
| Screen | Core Elements | |--------|---------------| | Landing | Hero image (before/after split), CTA button, brief feature list, “No sign‑up required” badge. | | Upload | Drag‑zone, file‑type icons, preview thumbnail, “Scale” slider, “Preserve Colors” toggle, “Upscale Now” button. | | Processing | Circular progress with estimated time, animated “Gold‑dust” effect (branding). | | Result | Large before/after side‑by‑side viewer, download button, share icons, “Save to account” CTA. | | Upgrade Modal | Persuasive copy, bullet list of paid perks, 30‑day free trial button, close‑X. | lisa lipps golden lipps full sceneupscale free
Accessibility: All interactive controls keyboard‑navigable, ARIA labels, WCAG 2.1 AA contrast.
| Component | Description | |-----------|-------------| | Backbone | Real‑ESRGAN v0.3 (modified for 4× upscale) | | Training Data | Mixed‑resolution scene datasets (COCO, DIV2K, custom video frames) – augmented for texture preservation | | Optimization | TensorRT INT8 quantization for inference speed, batch size = 1 (real‑time) | | Post‑Processing | Edge‑enhancement filter + adaptive sharpening; optional “artistic” style toggle for creative users |
Design:
Content Sourcing and Rights:
Development:
Testing and Launch:
Upscaling video content involves using software or algorithms to increase the resolution of a video. This can make the video appear sharper and more detailed, especially when viewed on high-resolution displays. There are several tools and software available for upscaling video, including:
Upscaling Technology:
User Interface:
Search and Accessibility:
Monetization (if applicable):