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81

An open source implementation of CLIP.

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

Created 2021-07-28

574 commits to main branch, last one 6 days ago

notebooks roboflow

909

5.7k

unknown

80

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like...

Created 2022-11-18

513 commits to main branch, last one 14 days ago

InternVideo OpenGVLab

91

1.5k

apache-2.0

27

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Created 2022-11-23

229 commits to main branch, last one 19 days ago

diffusion-classifier diffusion-classifier

31

427

unknown

16

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

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

Created 2023-03-28

8 commits to master branch, last one 10 months ago

CLIPA UCSC-VLAA

13

305

apache-2.0

14

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

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

Created 2023-04-26

79 commits to master branch, last one 6 months ago

cybertron nlpodyssey

26

292

bsd-2-clause

13

Cybertron: the home planet of the Transformers in Go

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

Created 2022-06-21

155 commits to main branch, last one 6 months ago

OpenShape_code Colin97

17

244

apache-2.0

9

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

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

Created 2023-05-18

26 commits to master branch, last one 12 months ago

scaling-laws-openclip LAION-AI

12

157

unknown

8

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

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

Created 2022-12-13

54 commits to master branch, last one about a year ago

MUST salesforce

12

106

bsd-3-clause

6

PyTorch code for MUST

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

Created 2022-05-24

8 commits to main branch, last one about a year ago

CVPR2024_MAVL HieuPhan33

1

69

unknown

2

Multi-Aspect Vision Language Pretraining - CVPR2024

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

Created 2024-03-06

72 commits to main branch, last one 4 months ago

hfapigo Kardbord

5

61

mit

3

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

Created 2021-11-13

127 commits to main branch, last one 24 days ago

MSDN shiming-chen

5

52

unknown

4

Official PyTorch Implementation of MSDN (CVPR'22)

mutual-learning zero-shot-learning semantic-distillation knowledge-distillation zero-shot-classification

Created 2021-11-07

70 commits to Main branch, last one 2 years ago

Generative_MLZSL akshitac8

14

50

gpl-3.0

5

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

zsl gzsl vaegan clswgan pytorch self-attention multi-label-zsl zero-shot-detection pytorch-implementation zero-shot-classification multi-label-classification generative-adversarial-network

Created 2021-01-27

48 commits to main branch, last one about a year ago

RS-TransCLIP elkhouryk

1

41

unknown

2

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

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

Created 2024-08-15

68 commits to main branch, last one a day ago

text-to-image-eval encord-team

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40

apache-2.0

4

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 ...

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

Created 2024-02-09

89 commits to main branch, last one 5 months ago

zero-shot-bert-adapters GT4SD

10

39

mit

7

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

nlp bert intent pytorch zero-shot transformers deep-learning intent-detection intent-classification zero-shot-classification

Created 2022-08-08

55 commits to main branch, last one about a year ago

Alt-ZSC PrithivirajDamodaran

5

37

mit

1

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...

weak-labels text-labeling text-labelling zeroshot-learning text-classification zero-shot-classification

Created 2022-03-05

59 commits to main branch, last one 2 years ago

atsc_prompts ronaldseoh

4

36

apache-2.0

5

Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"

lm nli atsc prompts yelp-reviews language-models yelp-restaurants few-shot-learning zero-shot-learning amazon-review-corpus semeval-2014-dataset few-shot-classification natural-language-prompts zero-shot-classification natural-language-inference aspect-based-sentiment-analysis amazon-reviews-sentiment-analysis

Created 2021-03-02

301 commits to main branch, last one 3 years ago

airflow-ml anastasiia-p

7

31

unknown

1

Airflow Pipeline for Machine Learning

nlp mlops airflow pipeline huggingface data-science transformers airflow-docker docker-compose machine-learning zero-shot-classification

Created 2023-05-04

3 commits to main branch, last one about a year ago

MixCon3D UCSC-VLAA

3

31

unknown

2

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

3d pytorch foundation-models multimodal-learning contrastive-learning zero-shot-classification

Created 2023-10-05

27 commits to main branch, last one 8 months ago

vision-at-a-clip rhysdg

1

29

unknown

2

Low-latency ONNX and TensorRT based zero-shot classification and detection with contrastive language-image pre-training based prompts

clip onnx siglip tensorrt grounding-dino machine-learning foundation-models zero-shot-classification zero-shot-object-detection

Created 2024-06-18

149 commits to main branch, last one 4 months ago

simple-clip filipbasara0

4

27

mit

1

A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch

siglip pytorch deep-learning machine-learning contrastive-learning multi-modal-learning representation-learning self-supervised-learning zero-shot-classification

Created 2023-11-14

18 commits to main branch, last one 10 months ago