Projects in Awesome Lists tagged with zero-shot-classification
A curated list of projects in awesome lists tagged with zero-shot-classification .
https://github.com/mlfoundations/open_clip
An open source implementation of CLIP.
computer-vision contrastive-loss deep-learning language-model multi-modal-learning pretrained-models pytorch zero-shot-classification
Last synced: 12 May 2025
https://github.com/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.
automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation paligemma pytorch qwen tutorial vlm yolov5 yolov8 zero-shot-classification zero-shot-detection
Last synced: 12 May 2025
https://github.com/QIN2DIM/hcaptcha-challenger
🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.
clip computer-vision hcaptcha hcaptcha-solver image-segmentation multi-modal multi-modal-learning object-detection onnx onnx-models onnxruntime opencv-python playwright solver yolo yolov5 zero-shot-classification
Last synced: 28 Mar 2025
https://github.com/OpenGVLab/InternVideo
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
action-recognition benchmark contrastive-learning foundation-models instruction-tuning masked-autoencoder multimodal open-set-recognition self-supervised spatio-temporal-action-localization temporal-action-localization video-clip video-data video-dataset video-question-answering video-retrieval video-understanding vision-transformer zero-shot-classification zero-shot-retrieval
Last synced: 20 Mar 2025
https://github.com/nlpodyssey/cybertron
Cybertron: the home planet of the Transformers in Go
bart bert bert-as-service deep-learning huggingface machine-learning machine-translation named-entity-recognition natural-language-processing nlp question-answering summarization text-categorization text-classification text-similarity transformers translation zero-shot-classification
Last synced: 04 Apr 2025
https://github.com/colin97/openshape_code
official code of “OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding”
3d 3d-classification 3d-shape-retrieval 3d-understanding image-generation point-cloud point-cloud-caption zero-shot-classification zero-shot-retrieval
Last synced: 07 Apr 2025
https://github.com/laion-ai/scaling-laws-openclip
Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)
clip deep-learning few-shot-learning fine-tuning laion openclip pre-training pytorch scaling-laws transfer-learning zero-shot-classification zero-shot-retrieval
Last synced: 07 May 2025
https://github.com/salesforce/MUST
PyTorch code for MUST
clip masked-image-modeling self-training unsupervised-learning zero-shot-classification zero-shot-learning
Last synced: 08 May 2025
https://github.com/salesforce/must
PyTorch code for MUST
clip masked-image-modeling self-training unsupervised-learning zero-shot-classification zero-shot-learning
Last synced: 15 Apr 2025
https://github.com/kardbord/hfapigo
Unofficial (Golang) Go bindings for the Hugging Face Inference API
api audio-classification conversational-ai go golang hacktoberfest huggingface inference-api natural-language-processing nlp object-detection question-answering speech-recognition speech-recognition-api summarization text-classification text-generation token-classification translation zero-shot-classification
Last synced: 04 Aug 2025
https://github.com/gt4sd/zero-shot-bert-adapters
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
bert deep-learning intent intent-classification intent-detection nlp pytorch transformers zero-shot zero-shot-classification
Last synced: 13 Apr 2025
https://github.com/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
text-classification text-labeling text-labelling weak-labels zero-shot-classification zeroshot-learning
Last synced: 09 Mar 2026
https://github.com/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
text-classification text-labeling text-labelling weak-labels zero-shot-classification zeroshot-learning
Last synced: 06 Aug 2025
https://github.com/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 grounding-dino machine-learning onnx siglip tensorrt zero-shot-classification zero-shot-object-detection
Last synced: 18 Jul 2025
https://github.com/filipbasara0/simple-clip
A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch
contrastive-learning deep-learning machine-learning multi-modal-learning pytorch representation-learning self-supervised-learning siglip zero-shot-classification
Last synced: 11 Apr 2025
https://github.com/baskargroup/BioTrove
NeurIPS 2024 Track on Datasets and Benchmarks (Spotlight)
animals clip image-classification multimodal rare-species species taxonomy zero-shot-classification
Last synced: 04 Apr 2025
https://github.com/cloudera/cml_amp_few-shot_text_classification
Perform topic classification on news articles in several limited-labeled data regimes.
bert few-shot-learning nlp text-embedding zero-shot-classification
Last synced: 13 Apr 2025
https://github.com/rajatdiptabiswas/flask-api-hugging-face-fb-bart-large-mnli
:hugs: Flask API for Hugging Face's facebook/bart-large-mnli model
huggingface huggingface-transformers zero-shot-classification zero-shot-learning
Last synced: 14 Apr 2025
https://github.com/ashwaniydv/zero-shot-image-recognition
IIT Patna Academic Project | CS244-Introduction to data science | Image classification: Zero-shot Image Recognition
object-detection transfer-learning word2vec zero-shot zero-shot-classification zero-shot-learning
Last synced: 09 Mar 2026
https://github.com/kimrass/clip
PyTorch implementation of 'CLIP' (Radford et al., 2021) and training it on Flickr8k + Flickr30k
clip flickr30k flickr8k linear-classification multi-modal text-image-retrieval zero-shot-classification
Last synced: 19 Jun 2025
https://github.com/akbartus/webvr-reader
Interactive Reading Environment in Web-Based Virtual Reality (thesis project)
computer-vision nlp question-answer reading text-summarization webvr-aframe zero-shot-classification
Last synced: 01 May 2025
https://github.com/innerdoc/christmas-lyrics-emotion-detector
Detect Emotions on Christmas Lyrics with Zero-shot Emotion Classification. With the help of Streamlit and Plotly.
emotion-detection emotion-recognition natural-language-processing plotly plotly-python plutchik streamlit streamlit-webapp transformers zero-shot-classification
Last synced: 18 May 2026
https://github.com/maylad31/colab-codes
some useful colab files
clip colab-notebook speech-recognition whisper zero-shot-classification
Last synced: 22 Jun 2026
https://github.com/autodistill/autodistill-fastvit
FastViT base model for use with Autodistill.
autodistill computer-vision fastvit image-classification zero-shot-classification
Last synced: 07 Feb 2026
https://github.com/autodistill/autodistill-bioclip
BioCLIP base model for use with Autodistill.
autodistill bioclip biology computer-vision zero-shot-classification
Last synced: 07 Feb 2026
https://github.com/fraglyg/classifier_m
Classifier API originally used for https://butlerbot.net
Last synced: 20 Sep 2025
https://github.com/neibce/ajou-dl-challenge-2024
[Private 1st] SW중심대학연합 제3회 아주 소중한 딥러닝 챌린지
deep-learning eva-clip metaclip zero-shot-classification
Last synced: 31 Jul 2025
https://github.com/bgonzalezbustamante/textclass-benchmark
TextClass Benchmark Leaderboards
deepseek elo-rating gpt-4 gpt-4o leaderboards llama llm llms-benchmarking misinformation mistral nous-hermes ollama openai perspective-api qwen2-5 text-as-data text-classification toxicity toxicity-classification zero-shot-classification
Last synced: 11 May 2026
https://github.com/stefanheng/zeroshot-text-classification
Exploring fast & accurate zero-shot text classification
bi-encoder natural-language-processing sentence-transformers text-classification transformer transformer-encoder zero-shot-classification zero-shot-learning
Last synced: 16 Jul 2025
https://github.com/zerogpu/cli
Terminal CLI for the ZeroGPU Orchestration API — classify, summarize, redact PII, extract entities, and chat from your shell
ai-cli ai-inference distributed-inference edge-inference gliner iab-classification inference-cli llm-cli named-entity-recognition nano-language-models openai-compatible pii-detection pii-redaction slm small-language-models structured-extraction text-summarization typescript zero-shot-classification zerogpu
Last synced: 12 Jun 2026
https://github.com/arnabd64/zero-shot-text-classification
An sample webapplication that showcases the capabilites of a Zero Shot Text Classification model.
docker fastapi gradio text-classification transformer zero-shot-classification
Last synced: 04 May 2026
https://github.com/abdulvahapmutlu/mediscan-iq
Mediscan-IQ is a new developed tool to de-identify clinical text, summarize findings, and tag case risk (low / moderate / high) — via CLI, REST API, or Streamlit.
clinical-nlp fastapi healthcare natural-language-processing nltk privacy-engineering pydantic-v2 python streamlit text-classification text-summarization transformers typer uvicorn zero-shot-classification
Last synced: 01 May 2026
https://github.com/jgurakuqi/ai-powered-web-library
The goal here is to develop a simple mock web app book library for demonstrating a possible use of AI for aiding users
ai-powered-recommendations bert-fine-tuning bert-model express-js machine-learning mysql node-js pytorch transformers-models website xampp-server zero-shot-classification
Last synced: 12 Apr 2026
