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Mmpretrain ⭐ 3,177

OpenMMLab Pre-training Toolbox and Benchmark

Chinese Clip ⭐ 2,816

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Zero_nlp ⭐ 2,248

中文nlp解决方案(大模型、数据、模型、训练、推理)

Clip Interrogator ⭐ 2,181

Image to prompt with BLIP and CLIP

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Video_features ⭐ 397

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

Skypaint Ai Diffusion ⭐ 356

基于Stable Diffusion优化的AI绘画模型。支持输入中英文文本，可生成多种现代艺术风格的高质量图像。| An optimized text-to-image model based on Stable Diffusion. Both Chinese and English text inputs are available to generate images. The model can generate high-quality images in several modern art styles.

Cliport ⭐ 297

CLIPort: What and Where Pathways for Robotic Manipulation

Vlmevalkit ⭐ 137

Open-source evaluation toolkit of large vision-language models (LVLMs), support GPT-4v, Gemini, QwenVLPlus, 30+ HF models, 15+ benchmarks

Clip Onnx ⭐ 122

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

Scaling Laws Openclip ⭐ 112

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

Vision Language Models Are Bows ⭐ 95

Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023

Clip4cir ⭐ 92

[ACM TOMM 2023] - Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features

Prompt Align ⭐ 87

[ICCV23] Prompt-aligned Gradient for Prompt Tuning

[ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"

Speechclip ⭐ 80

SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model, Accepted to IEEE SLT 2022

[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion

Beyond Inet ⭐ 62

Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"

Oneshotclip ⭐ 52

Official Source code of "One-Shot Adaptation of GAN in Just One CLIP" IEEE Transactions on Pattern Anaylsis and Machine Intelligence (TPAMI)

Clip Gen ⭐ 37

CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP

Clip Score ⭐ 34

Quick scripts to calculate CLIP text-image similarity

G Universal Clip ⭐ 33

4th place solution for the Google Universal Image Embedding Kaggle Challenge. Instance-Level Recognition workshop at ECCV 2022

Onnx_clip ⭐ 27

An ONNX-based implementation of the CLIP model that doesn't depend on torch or torchvision.

M3dref Clip ⭐ 26

[ICCV 2023] Multi3DRefer: Grounding Text Description to Multiple 3D Objects

An end-to-end masked contrastive video-and-language pre-training framework

Cross Modal Adapter ⭐ 24

[arXiv] Cross-Modal Adapter for Text-Video Retrieval

Image_search ⭐ 21

Algorithms for similar image search/reverse image search

Neural File Sorter ⭐ 19

A neural network based file sorter. Trains an autoencoder to sort images or audio based on the similarity of their encodings, or uses the OpenAI CLIP model.

Ocrautoscore ⭐ 14

OCR自动化阅卷项目

Clip Pytorch ⭐ 11

A non-JIT version implementation / replication of CLIP of OpenAI in pytorch

Multimodal_style_transfer ⭐ 8

Image Style Transfer with style comes from text description(CPU friendly).

Repository for the Exposing Outlier Exposure paper

Live Novel ⭐ 7

Self-host application can generate illustration from a novel by highlighting certain sentences

Vqgan_clip_docker ⭐ 6

Docker for VQGAN+CLIP (z+quantize method)

Cbvs Uniclip ⭐ 5

A Large-Scale Chinese Image-Text Benchmark for Real-World Short Video Search Scenarios

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