zero-shot

There are 5 repositories under zero-shot topic.

cvlab-columbia / zero123
Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)
image-to-3d novel-view-synthesis single-view-reconstruction stable-diffusion zero-shot
Language:Python 2478
roboflow / awesome-openai-vision-api-experiments
Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥
chatgpt computer-vision openai classification clip zero-shot grounding-dino open-vocabulary-detection open-vocabulary-segmentation segment-anything
Language:Python 1579
lucidrains / naturalspeech2-pytorch
Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch
artificial-intelligence deep-learning singing-synthesis speech-synthesis latent-diffusion residual-vector-quantization zero-shot
Language:Python 1202
wyhuai / DDNM
[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
diffusion-models iclr iclr2023 image-restoration zero-shot
Language:Python 1022
cocacola-lab / ChatIE
The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)
ai chatgpt chatgpt-app event-extraciton event-extraction eventexecutor information-extraction knowledge-graph llm ner nlp openai relation-extraction tool zero-shot
Language:Python 720
caoyunkang / Segment-Any-Anomaly
Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".
anomaly-detection foundation zero-shot
Language:Jupyter Notebook 646
Sense-GVT / DeCLIP
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
big-model clip image-text multi-model self-supervised vision-language-pretraining zero-shot
Language:Python 603
PKU-YuanGroup / LanguageBind
【ICLR 2024🔥】 Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
language-central multi-modal pretraining zero-shot
Language:Python 525
vicgalle / gpt-j-api
API for the GPT-J language model 🦜. Including a FastAPI backend and a streamlit frontend
gpt-3 gpt gpt-j fastapi language-model api text-generation zero-shot
Language:Python 334
IBM / zshot
Zero and Few shot named entity & relationships recognition
few-shot few-shot-learning ned ner relation-extraction zero-shot zero-shot-learning spacy nlp ai deep-learning machine-learning named-entity-recognition natural-language-processing natural-language-understanding nlp-library pytorch relationship-extraction transformer
Language:Python 316
mims-harvard / UniTS
A unified time series model.
anomaly-detection classification ecg eeg few-shot forecasting foundation-models imputation multi-task prompt-tuning time-series unified-model zero-shot
Language:Python 292
JWSoh / MZSR
Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)
super-resolution meta-transfer-learning meta-learning zero-shot
Language:Python 265
yxuansu / MAGIC
Language Models Can See: Plugging Visual Controls in Text Generation
multimodal plug-and-play-language-models text-generation unsupervised-learning zero-shot clip gpt-2 image-captioning story-generation
Language:Python 250
zhilizju / Awesome-instruction-tuning
A curated list of awesome instruction tuning datasets, models, papers and repositories.
alpaca awesome awesome-list chatgpt cross-task-generalization gpt in-context-learning instruct-gpt instruction-tuning llm llms zero-shot
Language:Python 245
yannvgn / laserembeddings
LASER multilingual sentence embeddings as a pip package
embeddings multilingual nlp pytorch transfer-learning zero-shot
Language:Python 223
sunyilgdx / NSP-BERT
The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"
bert correference-resolution entity-linking entity-typing natural-language-inference nlp prompt-learning sentence-classification sentiment-analysis tensorflow text-classification zero-shot
Language:Python 220
adelacvg / NS2VC
Unofficial implementation of NaturalSpeech2 for Voice Conversion and Text to Speech
diffusion speech voice-conversion naturalspeech2 zero-shot
Language:Python 217
pathak22 / zeroshot-imitation
[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration
tensorflow imitation zero-shot deep-learning navigation manipulation demonstration
Language:Python 203
LucasSheng / avatar-net
Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration
style-transfer zero-shot
Language:Python 177
NVIDIA-AI-IOT / nanoowl
A project that optimizes OWL-ViT for real-time inference with NVIDIA TensorRT.
detect fast inference jetson jetson-agx-orin jetson-orin-nano nvidia real-time tensorrt transformers tree zero-shot
Language:Python 160
ByChelsea / VAND-APRIL-GAN
[CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD
anomaly-detection clip visual-lauguage few-shot zero-shot
Language:Python 149
osainz59 / Ask2Transformers
A Framework for Textual Entailment based Zero Shot text classification
topic-modeling topic-classification deep-learning transformers zero-shot mnli nlp nlp-tools nlp-tool relation-extraction natural-language-processing pytorch text-classification
Language:Python 148
adelacvg / ttts
Train the next generation of TTS systems.
tortoise-tts tts valle zero-shot
Language:Python 135
kxhit / zero123-hf
A diffuser implementation of Zero123. Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV23)
accelerator diffusers image-to-3d novel-view-synthesis single-view-reconstruction stable-diffusion zero-shot
Language:Python 118
lixirui142 / VidToMe
Official Pytorch Implementation for "VidToMe: Video Token Merging for Zero-Shot Video Editing" (CVPR 2024)
stable-diffusion text-driven-editing video-editing video-to-video-translation zero-shot
Language:Python 115
Surrey-UPLab / Recognize-Any-Regions
Recognize Any Regions
auto-labeling instance-segmentation multimodal-representation-learning object-detection open-vocabulary open-world vision-foundation-model vision-language-foundation-model vision-language-model vision-language-pretraining zero-shot
Language:Python 111
KimythAnly / AGAIN-VC
This is the official implementation of the paper AGAIN-VC: A One-shot Voice Conversion using Activation Guidance and Adaptive Instance Normalization.
any-to-any one-shot pytorch voice-conversion zero-shot
Language:Python 104
xmed-lab / CLIPN
ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
clip ood-detection zero-shot unsupervised-prompt-learning iccv2023
Language:Python 101
zxhuang1698 / ZeroShape
Code repository for "ZeroShape: Regression-based Zero-shot Shape Reconstruction".
3d-generation 3d-reconstruction computer-vision deep-learning zero-shot image-to-3d
Language:Python 100
kakaobrain / tcl
Official implementation of TCL (CVPR 2023)
open-world segmentation semantic-segmentation zero-shot cvpr
Language:Python 98
astra-vision / PODA
[ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"
deep-learning domain-adaptation feature-augmentation pytorch vision-language zero-shot semantic-segmentation computer-vision clip multi-modal scene-understanding
Language:Python 97
cetinsamet / zero-shot-learning
Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings
zero-shot-learning zero-shot feature-extraction keras object-detection transfer-learning word2vec
Language:Python 80
ml-jku / clamp
Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
assay-modeling cheminformatics contrastive-learning drug-discovery machine-learning qsar zero-shot
Language:Python 78
SooLab / Free-Bloom
[NeurIPS 2023] Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
stable-diffusion text-to-video zero-shot free-bloom
Language:Python 76
hcy71o / TransferTTS
TransferTTS (Zero-Shot learning of VITS)
transfertts vits zero-shot
Language:Python 71
Samir55 / SATR
[ICCV23] SATR: Zero-Shot Semantic Segmentation of 3D Shapes
3d-semantic-segmentation zero-shot 3d-shapes
Language:Python 70

zero-shot

cvlab-columbia / zero123

roboflow / awesome-openai-vision-api-experiments

lucidrains / naturalspeech2-pytorch

wyhuai / DDNM

cocacola-lab / ChatIE

caoyunkang / Segment-Any-Anomaly

Sense-GVT / DeCLIP

PKU-YuanGroup / LanguageBind

vicgalle / gpt-j-api

IBM / zshot

mims-harvard / UniTS

JWSoh / MZSR

yxuansu / MAGIC

zhilizju / Awesome-instruction-tuning

yannvgn / laserembeddings

sunyilgdx / NSP-BERT

adelacvg / NS2VC

pathak22 / zeroshot-imitation

LucasSheng / avatar-net

NVIDIA-AI-IOT / nanoowl

ByChelsea / VAND-APRIL-GAN

osainz59 / Ask2Transformers

adelacvg / ttts

kxhit / zero123-hf

lixirui142 / VidToMe

Surrey-UPLab / Recognize-Any-Regions

KimythAnly / AGAIN-VC

xmed-lab / CLIPN

zxhuang1698 / ZeroShape

kakaobrain / tcl

astra-vision / PODA

cetinsamet / zero-shot-learning

ml-jku / clamp

SooLab / Free-Bloom

hcy71o / TransferTTS

Samir55 / SATR