An open source implementation of CLIP.
computer-vision deep-learning pytorch pretrained-models language-model contrastive-loss multi-modal-learning zero-shot-classification
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Sep 21, 2025 - Python
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zero-shot-classification
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A 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.
machine-learning tutorial deep-neural-networks computer-vision deep-learning pytorch image-classification object-detection image-segmentation vlm google-colab zero-shot-detection yolov5 zero-shot-classification yolov8 open-vocabulary-detection open-vocabulary-segmentation automatic-labeling-system qwen paligemma
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Oct 3, 2025 - Jupyter Notebook
[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
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Aug 7, 2025 - Python
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
machine-learning computer-vision deep-learning monte-carlo supervised-learning classification generative diffusion zero-shot-learning robustness generative-models bayes-theorem elbo diffusion-models zero-shot-classification
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Feb 28, 2024 - Python
Cybertron: the home planet of the Transformers in Go
nlp machine-learning natural-language-processing translation deep-learning text-classification machine-translation text-similarity transformers named-entity-recognition question-answering bart summarization bert text-categorization huggingface bert-as-service zero-shot-classification
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Jun 8, 2024 - Go
[NeurIPS 2023] This repository includes the official implementation of our paper "An Inverse Scaling Law for CLIP Training"
deep-learning pytorch zero-shot-learning multimodal-learning contrastive-learning zero-shot-classification foundation-models neurips-2023
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Jun 3, 2024 - Python
official code of "OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding"
point-cloud image-generation 3d 3d-classification zero-shot-retrieval zero-shot-classification 3d-understanding 3d-shape-retrieval point-cloud-caption
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Mar 16, 2025 - Python
Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)
deep-learning pytorch transfer-learning clip fine-tuning few-shot-learning pre-training zero-shot-retrieval zero-shot-classification scaling-laws laion openclip
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Jun 21, 2025 - Jupyter Notebook
PyTorch code for MUST
self-training unsupervised-learning clip zero-shot-learning zero-shot-classification masked-image-modeling
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May 1, 2025 - Python
[ICCV 2025] Official PyTorch Code for "Advancing Textual Prompt Learning with Anchored Attributes"
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Oct 24, 2025 - Python
Multi-Aspect Vision Language Pretraining - CVPR2024
zero-shot-classification vision-language-pretraining vision-language-model zero-shot-segmentation medical-vision-and-language-pretraining
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Aug 20, 2024 - Python
Unofficial (Golang) Go bindings for the Hugging Face Inference API
nlp go api golang natural-language-processing translation text-classification text-generation speech-recognition question-answering summarization object-detection audio-classification hacktoberfest conversational-ai speech-recognition-api huggingface inference-api zero-shot-classification token-classification
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Oct 9, 2025 - Go
[ICASSP 2025] Open-source code for the paper "Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification"
remote-sensing aerial-imagery image-classification satellite-imagery earth-observation scene-classification transductive-learning zero-shot-classification vision-language-models
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Oct 13, 2025 - Python
[ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"
clip similarity-score domain-generalization zero-shot-classification test-time-adaptation large-language-models vision-language-model visual-text-alignment image-text-alignment
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Sep 3, 2024 - Python
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
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Jan 15, 2025 - Jupyter Notebook
Official PyTorch Implementation of MSDN (CVPR'22)
knowledge-distillation zero-shot-learning mutual-learning zero-shot-classification semantic-distillation
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Dec 3, 2022 - Python
[TPAMI 2023] Generative Multi-Label Zero-Shot Learning
pytorch generative-adversarial-network multi-label-classification vaegan self-attention pytorch-implementation zero-shot-detection gzsl zsl clswgan zero-shot-classification multi-label-zsl
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Jul 12, 2023 - Python
Low-latency ONNX and TensorRT based zero-shot classification and detection with contrastive language-image pre-training based prompts
machine-learning clip tensorrt onnx zero-shot-classification zero-shot-object-detection foundation-models grounding-dino siglip
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Aug 31, 2024 - Jupyter Notebook
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
nlp deep-learning transformers intent pytorch bert zero-shot intent-classification intent-detection zero-shot-classification
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Jun 13, 2023 - Python
Airflow Pipeline for Machine Learning
nlp data-science machine-learning airflow pipeline docker-compose transformers airflow-docker mlops huggingface zero-shot-classification
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May 25, 2023 - Python
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