Starred repositories
A camera ISP (image signal processor) pipeline that contains modules with simple to complex algorithms implemented at the application level.
A fast image processing library with low memory needs.
LiteRT is the new name for TensorFlow Lite (TFLite). While the name is new, it's still the same trusted, high-performance runtime for on-device AI, now with an expanded vision.
Label Studio is a multi-type data labeling and annotation tool with standardized output format
A Library for Differentiable Logic Gate Networks
An expert benchmark aiming to comprehensively evaluate the aesthetic perception capacities of MLLMs.
DepictQA: Depicted Image Quality Assessment with Vision Language Models
[ECCV2024] DualDn: Dual-domain Denoising via Differentiable ISP. ⭐😤⭐💀 SOTA model for real-image denoising. 💀 Both in terms of denoising performance and generalization ability.
Multiscale Sliced Wasserstein Distances as Perceptual Color Difference Measures
②[CVPR 2024] Low-level visual instruction tuning, with a 200K dataset and a model zoo for fine-tuned checkpoints.
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
[CVPRW & CLIC 2022 - Perceptual Metrics] Image Quality Assessment with Transformers and Multi-Metric Fusion Modules
[CVPRW 2022] MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment
SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking
Unpaired Raw-to-Raw Translation for Learnable Camera ISPs
The repository for 'Uncertainty-aware blind image quality assessment in the laboratory and wild' and 'Learning to blindly assess image quality in the laboratory and wild'
The official implementation of CVPR 2023 paper: Inverting the Imaging Process by Learning an Implicit Camera Model
Minimal implementation of Vision Transformers (ViT)
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Verilog to Routing -- Open Source CAD Flow for FPGA Research
Design digital circuits in C. Simulate really fast with a regular compiler.
OpenTitan: Open source silicon root of trust
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.