Tag

lookup tables

0 views collected around this technical thread.

DaTaobao Tech
DaTaobao Tech
Oct 17, 2022 · Artificial Intelligence

AI Live Stream: Causal Representation Learning and Real-time Color Enhancement

In this AI Live Stream, two Taobao Technology engineers present how causal representation learning enables unbiased data augmentation and factor‑controllable generation to boost fine‑grained image classification, while also unveiling a real‑time color‑enhancement technique that merges cascaded lookup tables with dynamic neural networks, illustrating modern AI trends and practical deployment strategies.

AI algorithmsModel GeneralizationReal-time Processing
0 likes · 4 min read
AI Live Stream: Causal Representation Learning and Real-time Color Enhancement
DaTaobao Tech
DaTaobao Tech
Aug 19, 2022 · Artificial Intelligence

SepLUT: Separable Lookup Tables for Real-time Image Enhancement

SepLUT, a new separable lookup‑table framework, splits color enhancement into a 1‑D LUT for independent adjustments and a 3‑D LUT for correlated changes, predicted by a lightweight CNN, enabling quantizable, real‑time ISP performance with state‑of‑the‑art results on the FiveK benchmark.

computer visiondeep learningimage enhancement
0 likes · 12 min read
SepLUT: Separable Lookup Tables for Real-time Image Enhancement