[Paper List‘25] Paper List of Visual Data Coding for Machines, including Image/Video Coding for Machines, Feature Compression, Point Cloud Compression for Machines and Image/Video Coding for Machines with Large Multimodal Models
☆35Aug 17, 2025Updated 8 months ago
Alternatives and similar repositories for Awesome_VCM
Users that are interested in Awesome_VCM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] Offical PyTorch implementation of All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation☆22Jul 8, 2025Updated 9 months ago
- ☆20Jan 9, 2025Updated last year
- [TCSVT'22] Official Implementation of STI-VQA☆12Oct 18, 2023Updated 2 years ago
- [ECCV2024] Image Compression for Machine and Human Vision With Spatial-Frequency Adaptation☆55Mar 24, 2025Updated last year
- Code for "Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement"☆10Feb 18, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Collections of papers and code for employing MLLM for quality assessment tasks.☆13Apr 18, 2024Updated 2 years ago
- Official implementation of LSSVC: A Learned Spatially Scalable Video Coding Scheme.☆11Apr 1, 2025Updated last year
- Spatially Embedded Video Codec☆13Jun 7, 2025Updated 10 months ago
- Official Pytorch implementation of the paper "Learned Image Compression with Hierarchical Progressive Context Modeling" (ICCV 2025).☆51Jan 16, 2026Updated 3 months ago
- Code for Text + Sketch: Image Compression at Ultra Low Rates☆49Aug 25, 2025Updated 7 months ago
- Research on Video Compression☆30Oct 30, 2025Updated 5 months ago
- Official Pytorch implementation for DCVC-B: Bi-Directional Deep Contextual Video Compression, in TMM 2025.☆29Jan 8, 2025Updated last year
- ☆20Nov 14, 2023Updated 2 years ago
- The code of our paper: Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling.☆17Jan 10, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆27May 27, 2024Updated last year
- Source codes for the paper "Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark"☆31Sep 2, 2025Updated 7 months ago
- ☆15Oct 13, 2024Updated last year
- Official Implementation of "Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity (ICML 2024)"☆43Aug 28, 2024Updated last year
- Paper list of deep learning based image/video compression.☆86Jul 8, 2024Updated last year
- The paper list about deep learning based image compression☆208Sep 27, 2025Updated 6 months ago
- ☆30Jul 25, 2022Updated 3 years ago
- [NeurIPS2024] Causal Context Adjustment Loss for Learned Image Compression☆67Apr 4, 2025Updated last year
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆49Feb 20, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆24Mar 6, 2026Updated last month
- [ECCV'24] Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement☆13May 6, 2025Updated 11 months ago
- A collection of papers related to data compression☆170Updated this week
- Unofficial PyTorch implementation of "FVC: A New Framework towards Deep Video Compression in Feature Space"☆24Aug 18, 2022Updated 3 years ago
- [ACMMM 2023 / NCW ICML 2023] Multi-Reference Entropy Models for Learned Image Compression☆165Feb 21, 2026Updated last month
- Event-based Blurry Frame Interpolation under Blind Exposure, CVPR2023☆13Jun 21, 2023Updated 2 years ago
- ☆28May 29, 2025Updated 10 months ago
- [TCSVT'24] Offical Implementation of 2AFC-LMMs☆12Aug 17, 2024Updated last year
- Low-complexity neural image & video codec.☆223Jan 19, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆63Jul 7, 2019Updated 6 years ago
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆120Apr 10, 2026Updated last week
- A PyTorch implementation of DVC（DVC: An End-to-end Deep Video Compression Framework）☆59Sep 9, 2022Updated 3 years ago
- Beyond Accuracy: What Matters in Designing Well-Behaved Models?☆18Mar 30, 2026Updated 2 weeks ago
- [IJCV'24] Temporally Consistent Enhancement of Low-light Videos via Spatial-Temporal Compatible Learning☆15Oct 23, 2024Updated last year
- ViDOSAT video denoising codes, Matlab implementation. ICIP2015 paper☆11Apr 3, 2019Updated 7 years ago
- A Cross-Modal RGB-Event Benchmark for Multi-Object Tracking and Detection.☆12Oct 17, 2023Updated 2 years ago