fiftyone 开源项目推荐（71 个）

obss /sahi

框架无关的切片/分块推理 + 交互式 UI + 错误分析图表

Lightning-Universe /lightning-flash

你的 PyTorch AI 工厂——Flash 让你能轻松配置和运行复杂 AI 配方，覆盖 7 个数据领域中的 15 个以上任务。

voxel51 /voxelgpt

可以查询视觉数据集、搜索FiftyOne文档并回答一般计算机视觉问题的AI助手

andandandand /practical-computer-vision

Practical Computer Vision Bootcamp with notebooks, quizzes, and videos

GrayboxTech /weightslab

Monitoring platform for ML teams building real‑world AI at scale.

voxel51 /fiftyone-plugins

A curated list of plugins that you can add to your FiftyOne install!

jacobmarks /zero-shot-prediction-plugin

Run zero-shot prediction models on your data

jacobmarks /image-quality-issues

FiftyOne Plugin for finding common image quality issues

jacobmarks /text-to-image

Use text-to-image models Stable Diffusion, DALL-E2, DALL-E3, SDXL, SSD-1B, Kandinsky-2.2, and LCM from UI. Add images directly to your dataset!

jacobmarks /ten-weeks-of-plugins

My journey during 10 weeks of building FiftyOne plugins

jacobmarks /fiftyone-multimodal-rag-plugin

Testbed for multimodal retrieval augmented generation techniques with FiftyOne, LlamaIndex, and Milvus

jacobmarks /vqa-plugin

Perform visual question answering on your images

jacobmarks /image-deduplication-plugin

Remove exact and approximate duplicates from your dataset in FiftyOne!

jacobmarks /active-learning-plugin

Label your dataset with active learning in FiftyOne!

AsakoKabe /AdeleCV

Python library and dashboard for hyperparameter search and model training for computer vision tasks based on PyTorch, Optuna, FiftyOne, Dash, Segmentation Model Pytorch.

jacobmarks /reverse-image-search-plugin

Find the images in your dataset most similar to a query image from URL or drag-and-drop, with FiftyOne!

jacobmarks /clustering-plugin

Compute clustering on your data in a visual, intuitive way with FiftyOne and Sklearn!

jacobmarks /audio-retrieval-plugin

FiftyOne 插件：使用 ImageBind 和 Qdrant 通过音频片段搜索图像

jacobmarks /fiftyone-image-captioning-plugin

Caption images across your datasets with state of the art models from Hugging Face and Replicate!

jacobmarks /pytesseract-ocr-plugin

Run optical character recognition with PyTesseract from the FiftyOne App!