DachunKai/EvTexture
[ICML 2024 & TPAMI 2026] EvTexture & EvTexture++: Event-Driven Texture Enhancement for Video Super-Resolution observed · 2026-08-28
Health v2 · maintenance only
54/100
- Activity 87
- Release rhythm 8
- Longevity 59
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 837
- days_rel: n/a
- days_push: 83
- n_releases_24m: 0
Adoption not part of the score
1207 stars · 76 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Official PyTorch implementation of EvTexture and EvTexture++, event-driven video super-resolution models that use event-camera signals to enhance texture details. Published at ICML 2024 with a TPAMI 2026 journal extension, it includes pretrained models, datasets, and a Colab demo.
Use cases
- upscale low-resolution videos 4x with sharper textures
- use event camera data for video super-resolution
- reproduce state-of-the-art VSR results on Vid4 and REDS
- restore blurry texture regions in video frames
- research event-based vision for video restoration
When to choose
- you have event-camera streams alongside RGB video
- you need research-grade VSR with pretrained models
- texture fidelity matters more than speed
When to avoid
- you only have standard RGB video without event data
- you need a production-ready end-user application
- you lack a GPU for inference
Facets
library · maturity active
machine-learning deep-learning image-processing video-processing computer-vision deep-learning image-processing python video-super-resolution event-camera pytorch video-restoration research-code computational-photography video gpu linux docker
2 sources
- readme: https://github.com/DachunKai/EvTexture · fetched 2026-08-28 · 61125b6a4f12
- homepage: https://dachunkai.github.io/evtexture.github.io/ · fetched 2026-08-29 · 32b716c3eadb
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| DachunKai/EvTexture | main | 54 |
For agents
markdown · JSON · MCP: product_card(name="DachunKai/EvTexture")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem