zero-shot-classification · GitHub Topics

#计算机科学#An open source implementation of CLIP.

深度学习 PyTorch 机器视觉 language-model multi-modal-learning contrastive-loss zero-shot-classification pretrained-models

Python 11.93 k

6 天前

#计算机科学#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, ...

机器视觉深度学习深度神经网络 image-classification image-segmentation object-detection yolov5 PyTorch 教程 yolov8 google-colab 机器学习 zero-shot-classification open-vocabulary-detection automatic-labeling-system open-vocabulary-segmentation paligemma qwen vlm

Jupyter Notebook 7.83 k

7 天前

OpenGVLab / InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

foundation-models video-understanding vision-transformer action-recognition multimodal temporal-action-localization video-question-answering zero-shot-classification benchmark contrastive-learning self-supervised instruction-tuning video-clip

Python 1.91 k

22 天前

diffusion-classifier / diffusion-classifier

#计算机科学#Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

classification 机器视觉深度学习 diffusion diffusion-models generative generative-models 机器学习 robustness supervised-learning zero-shot-classification zero-shot-learning

Python 459

1 年前

UCSC-VLAA / CLIPA

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

contrastive-learning foundation-models multimodal-learning zero-shot-classification zero-shot-learning 深度学习 PyTorch

Python 314

1 年前

nlpodyssey / cybertron

#自然语言处理#Cybertron: the home planet of the Transformers in Go

bart bert machine-translation question-answering zero-shot-classification bert-as-service transformers huggingface text-classification named-entity-recognition summarization text-similarity translation 深度学习机器学习自然语言处理

Go 310

1 年前

Colin97 / OpenShape_code

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

3D image-generation Point cloud zero-shot-classification

Python 273

3 个月前

LAION-AI / scaling-laws-openclip

#计算机科学#Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

深度学习 few-shot-learning fine-tuning pre-training PyTorch transfer-learning zero-shot-classification clip

Jupyter Notebook 166

9 天前

salesforce / MUST

PyTorch code for MUST

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

Python 107

1 个月前

HieuPhan33 / CVPR2024_MAVL

Multi-Aspect Vision Language Pretraining - CVPR2024

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

Python 78

10 个月前

Kardbord / hfapigo

#自然语言处理#Unofficial (Golang) Go bindings for the Hugging Face Inference API

API Go huggingface inference-api conversational-ai question-answering summarization translation zero-shot-classification audio-classification object-detection speech-recognition text-classification text-generation 自然语言处理 Hacktoberfest

Go 62

1 个月前

elkhouryk / RS-TransCLIP

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

remote-sensing zero-shot-classification satellite-imagery aerial-imagery image-classification earth-observation

Python 54

7 天前

shiming-chen / MSDN

Official PyTorch Implementation of MSDN (CVPR'22)

zero-shot-learning knowledge-distillation zero-shot-classification

Python 53

3 年前

akshitac8 / Generative_MLZSL

[TPAMI 2023] Generative Multi-Label Zero-Shot Learning

zero-shot-classification multi-label-classification Generative Adversarial Network self-attention pytorch-implementation PyTorch

Python 52

2 年前

encord-team / text-to-image-eval

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 ...

evaluation-framework evaluation-metrics knn-search zero-shot-classification

Jupyter Notebook 51

5 个月前

rhysdg / vision-at-a-clip

#计算机科学#Low-latency ONNX and TensorRT based zero-shot classification and detection with contrastive language-image pre-training based prompts

clip foundation-models 机器学习 onnx tensorrt zero-shot-classification grounding-dino zero-shot-object-detection

Jupyter Notebook 41

10 个月前

GT4SD / zero-shot-bert-adapters

#自然语言处理#Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

bert 深度学习 intent intent-classification 自然语言处理 PyTorch transformers zero-shot zero-shot-classification

Python 40

2 年前

zhengli97 / ATPrompt

Official PyTorch Code for "ATPrompt: Textual Prompt Learning with Embedded Attributes"

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

Python 37

6 个月前

PrithivirajDamodaran / Alt-ZSC

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages...

zero-shot-classification text-labeling text-classification

Python 36

3 年前

UCSC-VLAA / MixCon3D

[CVPR 2024] The official implementation of paper "Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training"

3D contrastive-learning foundation-models multimodal-learning PyTorch zero-shot-classification

Python 35

1 年前