Skip to content
#

zero-shot-classification

Star

Here are 75 public repositories matching this topic...

Language: All
Filter by language
All 75 Python 37 Jupyter Notebook 29 Go 2 JavaScript 2 HTML 1
Sort: Recently updated
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated
text-to-image-eval

encord-team / text-to-image-eval

Star 25

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.

knn-search evaluation-metrics evaluation-framework linear-probing embedding-evaluation zero-shot-retrieval zero-shot-classification model-evaluation-metrics embeddings-extraction zero-shot-image-classification text-to-image-evaluation
  • Updated Jul 2, 2024
  • Jupyter Notebook

roboflow / notebooks

Star 4.7k

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 Grounding DINO and SAM.

machine-learning tutorial deep-neural-networks computer-vision deep-learning pytorch image-classification object-detection image-segmentation google-colab zero-shot-detection yolov5 zero-shot-classification amazon-sagemaker-lab yolov6 yolov7 yolov8 open-vocabulary-detection open-vocabulary-segmentation automatic-labeling-system
  • Updated Jul 1, 2024
  • Jupyter Notebook

OpenGVLab / InternVideo

Star 1.1k

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

benchmark action-recognition video-understanding video-data self-supervised multimodal video-dataset open-set-recognition video-retrieval video-question-answering masked-autoencoder temporal-action-localization contrastive-learning spatio-temporal-action-localization zero-shot-retrieval video-clip vision-transformer zero-shot-classification foundation-models instruction-tuning
  • Updated Jun 28, 2024
  • Python

hpham1295 / Impact-Data-Mining

Star 0

An approach to extracting and summarizing key infrastructure and community impact information from wind disaster reconnaissance reports using Zero-shot text classification with BART-large models, highlighted by keywords.

text-mining virginia-tech structural-engineering zero-shot-classification structural-damage wind-disaster-and-resilience infrastructure-damage community-damage impact-based-forecasting
  • Updated Jun 13, 2024
  • Jupyter Notebook

nature-of-eu-rules / regulatory-statement-classification

Star 1

Scripts, algorithms and files for a rule-based and ML-based approach for binary classification of regulatory / non-regulatory sentences in EU legislative documents, as well as code for evaluating the accuracy of these approaches

nlp law machine-learning text-classification text-analysis legislation spacy sentence-classification dependency-parsing european-union rule-based eurlex fewshot-learning zero-shot-classification
  • Updated May 15, 2024
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the zero-shot-classification topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the zero-shot-classification topic, visit your repo's landing page and select "manage topics."

Learn more