Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.

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MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding on Your Phone

Bring portraits to life!

A curated collection of fun and creative examples generated with Nano Banana🍌, Gemini-2.5-flash-image based model. We also release Nano-consistent-150K openly to support the community's development…

Wan: Open and Advanced Large-Scale Video Generative Models

PyTorch code and models for the DINOv2 self-supervised learning method.

Reference PyTorch implementation and models for DINOv3

⏰ Collaboratively track worldwide conference deadlines (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

Open-source unified multimodal model

OmniGen: Unified Image Generation. https://arxiv.org/pdf/2409.11340

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc. (ACM MM)

一本系统地教你将深度学习模型的性能最大化的战术手册。

Collect super-resolution related papers, data, repositories

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

Project Page for "LISA: Reasoning Segmentation via Large Language Model"

GPT4V-level open-source multi-modal model based on Llama3-8B

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

Monkey (LMM): Image Resolution and Text Label Are Important Things for Large Multi-modal Models (CVPR 2024 Highlight)

A comprehensive collection of IQA papers

DINO-X: The World's Top-Performing Vision Model for Open-World Object Detection and Understanding

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

[AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images

IQA: Deep Image Structure and Texture Similarity Metric

[IEEE TPAMI] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends

一些关于写论文的教程,防止犯一些低级错误

CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction

①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.