Projects based on SigLIP (Zhai et. al, 2023) and Hugging Face transformers integration 🤗
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Feb 21, 2025 - Jupyter Notebook
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siglip
Here are 116 public repositories matching this topic...
Inference and fine-tuning examples for vision models from 🤗 Transformers
transformers inference object-detection pose-estimation depth-estimation fine-tuning detr superglue vision-transformer keypoint-matching vitpose siglip d-fine depth-pro rt-detr-v2
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Aug 7, 2025 - Jupyter Notebook
[ICCVW 25] LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning
vision-and-language llms llava siglip multimodal-llms llama3 llava-llama3 llama3-vision gemma-2 llama3-1 deepseek-r1 siglip2
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Aug 8, 2025 - Python
[CVPR'25-Demo] Official repository of "TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models".
fashion pytorch e-commerce demo-app image-to-image diffusion virtual-try-on stable-diffusion huggingface-diffusers siglip virtual-try-off
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Jun 3, 2026 - Python
[NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
computer-vision transfer-learning clip video-understanding zero-shot-learning open-set-recognition vlms siglip
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Oct 5, 2024 - Python
Local-first cinematic visual archive for filmmakers — search stills by look, mood & technique; ingest video/URLs; moodboards. Own your frames (FilmGrab / Flim / Kive style, on your machine).
electron open-source privacy computer-vision nextjs self-hosted cinema archive visual-search filmmaking moodboard davinci-resolve fastapi local-first yt-dlp qdrant shot-library siglip film-still
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Jul 29, 2026 - Python
本项目以应用为主出发，结合了从基础的机器学习、深度学习到目标检测以及目前最新的大模型，采用目前成熟的 第三方库、开源预训练模型以及相关论文的最新技术，目的是记录学习的过程同时也进行分享以供更多人可以直接进行使用。
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Jun 1, 2025 - Jupyter Notebook
[ICLR 2026] The implementation of the paper Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
machine-learning computer-vision representation-learning anomalydetection clip anomaly-detection few-shot-learning anomaly-detection-algorithm anomaly-segmentation anomaly-localization foundation-models dinov2 jepa few-shot-anomaly-detection siglip dinov3
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Mar 16, 2026 - Python
[ICLR 2025] - Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion
image-classification clip image-retrieval vlm ovi text-retrieval multimodal vision-language oti contrastive-learning textual-inversion vision-language-model siglip iclr2025 modality-gap modality-inversion intra-modal inter-modal intra-modal-misalignment visual-inversion
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Nov 30, 2025 - Python
Fine-Tuning SigLIP 2 for Single/Multi-Label Image Classification. Image classification vision-language encoder model fine-tuned for Image Classification Tasks
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Jul 22, 2025 - Jupyter Notebook
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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May 20, 2026 - Jupyter Notebook
Download flickr8k, flickr30k image caption datasets
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Feb 6, 2024
Official PyTorch implementation of the WACV 2025 Oral paper "Composed Image Retrieval for Training-FREE DOMain Conversion".
computer-vision deep-learning neural-networks cross-domain clip image-retrieval cross-domain-learning composed-image-retrieval training-free siglip domain-conversion
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Aug 31, 2025 - Python
A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch
machine-learning deep-learning pytorch representation-learning self-supervised-learning multi-modal-learning contrastive-learning zero-shot-classification siglip
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Feb 14, 2024 - Jupyter Notebook
Code for Post-hoc Probabilistic Vision-Language Models
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Feb 10, 2026 - Python
Chitrarth: Bridging Vision and Language for a Billion People
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Feb 12, 2025 - Python
Meme search and discovery engine using OpenAI CLIP and Salesforce BLIP
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Nov 6, 2024 - Python
Open reproducible benchmarks for food-image recognition models and APIs.
benchmark computer-vision reproducibility clip nutrition food-recognition mape calorie-estimation siglip
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Aug 5, 2026 - Python
CLIP & SigLIP model training from scratch
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Mar 10, 2025 - Python
An AI powered Video Serach Engine with google's SigLIP and Qdrant. It allows to search objects or key moments in videos just using natural language.
nlp ai ffmpeg sqlite image-processing ml transformers video-processing gpu-acceleration video-search video-search-engine faiss mlops vector-database siglip faiss-vector-database
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Aug 4, 2026 - Python
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