lightly-ai / lightly-insights
Easily get basic insights about your ML dataset
☆30Updated 10 months ago
Related projects: ⓘ
- A tool for converting computer vision label formats.☆50Updated 9 months ago
- Run zero-shot prediction models on your data☆29Updated 2 months ago
- Fine-tuning OpenAI CLIP Model for Image Search on medical images☆73Updated 2 years ago
- Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, …☆65Updated 11 months ago
- Evaluate the performance of computer vision models and prompts for zero-shot models (Grounding DINO, CLIP, BLIP, DINOv2, ImageBind, model…☆33Updated 11 months ago
- Streamlit component for image annotation.☆77Updated last month
- Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.☆144Updated last year
- Timm model explorer☆36Updated 5 months ago
- YOLOExplorer : Iterate on your YOLO / CV datasets using SQL, Vector semantic search, and more within seconds☆119Updated 2 weeks ago
- ☆56Updated 6 months ago
- Active learning for Mask R-CNN in Detectron2☆63Updated 5 months ago
- Common Python utilities and GitHub Actions in Lightning Ecosystem☆49Updated this week
- PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning☆119Updated 3 months ago
- Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.☆150Updated 5 months ago
- Which model is the best at object detection? Which is best for small or large objects? We compare the results in a handy leaderboard.☆34Updated this week
- Quadra: Effortless and reproducible deep learning workflows with configuration files.☆47Updated last month
- Self-Supervised Learning in PyTorch☆126Updated 6 months ago
- uses Lightly and Label Studio to performa a complete AL workflow from dataset scraping to usage☆32Updated last year
- ☆14Updated last year
- Continuation of an abandoned project fast-coco-eval☆55Updated last week
- Uncertainty-aware representation learning (URL) benchmark☆92Updated 6 months ago
- ☆55Updated 3 months ago
- ☆189Updated 10 months ago
- GroundedSAM Base Model plugin for Autodistill☆43Updated 5 months ago
- Interactively and visually explore large-scale image datasets used in machine learning using treemaps. VIS 2022☆48Updated 3 months ago
- Official implementation of "Active Image Indexing"☆58Updated last year
- Open Source async AI pipelines☆28Updated last year
- FiftyOne Plugin for finding common image quality issues☆24Updated 3 months ago
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆74Updated this week
- Export Donut model to onnx and run it with onnxruntime☆23Updated 10 months ago