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mlfoundations / open_clip

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

11577

1092

3 天前

roboflow / notebooks

This repository offers a comprehensive 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.

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

7582

1186

11 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

1818

109

11 天前

diffusion-classifier / diffusion-classifier

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

450

1 年前

UCSC-VLAA / CLIPA

[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

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

304

10 个月前

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

267

1 个月前

LAION-AI / scaling-laws-openclip

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

164

1 年前

salesforce / MUST

PyTorch code for MUST

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

Python

105

2 年前

HieuPhan33 / CVPR2024_MAVL

Multi-Aspect Vision Language Pretraining - CVPR2024

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

Python

8 个月前

Kardbord / hfapigo

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

13 天前

shiming-chen / MSDN

Official PyTorch Implementation of MSDN (CVPR'22)

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

Python

2 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

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 accuracy.

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

Jupyter Notebook

3 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

10 天前

GT4SD / zero-shot-bert-adapters

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

2 年前

rhysdg / vision-at-a-clip

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

8 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 without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

zero-shot-classification text-labeling text-classification

Python

3 年前