zero-shot-classification

Star

Here are 131 public repositories matching this topic...

Language:All

Filter by language

All131 Python66 Jupyter Notebook47 JavaScript4 TypeScript3 Go2 C++1 HTML1 Rust1 Swift1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

mlfoundations /open_clip

Star13.1k

An open source implementation of CLIP.

computer-vision deep-learning pytorch pretrained-models language-model contrastive-loss multi-modal-learning zero-shot-classification

UpdatedNov 4, 2025
Python

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.

machine-learning tutorial deep-neural-networks computer-vision deep-learning pytorch image-classification object-detection image-segmentation vlm google-colab zero-shot-detection yolov5 zero-shot-classification yolov8 open-vocabulary-detection open-vocabulary-segmentation automatic-labeling-system qwen paligemma

UpdatedDec 5, 2025
Jupyter Notebook

OpenGVLab /InternVideo

Star2.1k

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

benchmark action-recognition video-understanding video-data self-supervised multimodal video-dataset open-set-recognition video-retrieval video-question-answering masked-autoencoder temporal-action-localization contrastive-learning spatio-temporal-action-localization zero-shot-retrieval video-clip vision-transformer zero-shot-classification foundation-models instruction-tuning

UpdatedDec 15, 2025
Python

diffusion-classifier /diffusion-classifier

Star479

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

machine-learning computer-vision deep-learning monte-carlo supervised-learning classification generative diffusion zero-shot-learning robustness generative-models bayes-theorem elbo diffusion-models zero-shot-classification

UpdatedFeb 28, 2024
Python

nlpodyssey /cybertron

Star321

Cybertron: the home planet of the Transformers in Go

nlp machine-learning natural-language-processing translation deep-learning text-classification machine-translation text-similarity transformers named-entity-recognition question-answering bart summarization bert text-categorization huggingface bert-as-service zero-shot-classification

UpdatedJun 8, 2024
Go

UCSC-VLAA /CLIPA

Star320

[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"

deep-learning pytorch zero-shot-learning multimodal-learning contrastive-learning zero-shot-classification foundation-models neurips-2023

UpdatedJun 3, 2024
Python

Colin97 /OpenShape_code

Star299

official code of “OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding”

point-cloud image-generation 3d 3d-classification zero-shot-retrieval zero-shot-classification 3d-understanding 3d-shape-retrieval point-cloud-caption

UpdatedMar 16, 2025
Python

LAION-AI /scaling-laws-openclip

Star184

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

deep-learning pytorch transfer-learning clip fine-tuning few-shot-learning pre-training zero-shot-retrieval zero-shot-classification scaling-laws laion openclip

UpdatedJun 21, 2025
Jupyter Notebook

zhengli97 /ATPrompt

Star117

Official PyTorch Code for Anchor Token Guided Prompt Learning Methods: [ICCV 2025] ATPrompt and [Arxiv 2511.21188] AnchorOPT

image-classification multi-modal-learning zero-shot-classification prompt-learning

UpdatedDec 17, 2025
Python

salesforce /MUST

Star107

PyTorch code for MUST

self-training unsupervised-learning clip zero-shot-learning zero-shot-classification masked-image-modeling

UpdatedMay 1, 2025
Python

HieuPhan33 /CVPR2024_MAVL

Star85

Multi-Aspect Vision Language Pretraining - CVPR2024

zero-shot-classification vision-language-pretraining vision-language-model zero-shot-segmentation medical-vision-and-language-pretraining

UpdatedAug 20, 2024
Python

Kardbord /hfapigo

Star63

Unofficial (Golang) Go bindings for the Hugging Face Inference API

nlp go api golang natural-language-processing translation text-classification text-generation speech-recognition question-answering summarization object-detection audio-classification hacktoberfest conversational-ai speech-recognition-api huggingface inference-api zero-shot-classification token-classification

UpdatedDec 9, 2025
Go

elkhouryk /RS-TransCLIP

Star61

[ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"

remote-sensing aerial-imagery image-classification satellite-imagery earth-observation scene-classification transductive-learning zero-shot-classification vision-language-models

UpdatedOct 13, 2025
Python

tmlr-group /WCA

Star57

[ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"

UpdatedSep 3, 2024
Python

encord-team /text-to-image-eval

Star56

Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN accuracy.

knn-search evaluation-metrics evaluation-framework linear-probing embedding-evaluation zero-shot-retrieval zero-shot-classification model-evaluation-metrics embeddings-extraction zero-shot-image-classification text-to-image-evaluation