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984

10.3k

other

79

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

566 commits to main branch, last one 21 days ago

notebooks roboflow

878

5.6k

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

483 commits to main branch, last one 19 days ago

InternVideo OpenGVLab

86

1.4k

apache-2.0

29

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Created 2022-11-23

213 commits to main branch, last one 4 days ago

diffusion-classifier diffusion-classifier

30

415

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 8 months ago

CLIPA UCSC-VLAA

12

298

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 5 months ago

cybertron nlpodyssey

25

287

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 5 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 10 months ago

scaling-laws-openclip LAION-AI

12

153

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 11 months ago

MUST salesforce

12

105

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

64

unknown

1

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 3 months ago

hfapigo Kardbord

5

61

mit

3

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

Created 2021-11-13

126 commits to main branch, last one 12 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 about a year ago

Generative_MLZSL akshitac8

14

51

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

39

unknown

2

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

remote-sensing satellite-imagery scene-classification transductive-learning vision-language-models zero-shot-classification

Created 2024-08-15

61 commits to main branch, last one 26 days ago

zero-shot-bert-adapters GT4SD

10

38

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

text-to-image-eval encord-team

1

36

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 3 months 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

30

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

2

27

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 7 months ago

simple-clip filipbasara0

4

26

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 9 months ago