lightly-ai / lightly-insightsLinks
Easily get basic insights about your ML dataset
☆40Updated 2 years ago
Alternatives and similar repositories for lightly-insights
Users that are interested in lightly-insights are comparing it to the libraries listed below
Sorting:
- A tool for converting computer vision label formats.☆82Updated last month
- Estimate dataset difficulty and detect label mistakes using reconstruction error ratios!☆27Updated last year
- Fine-tuning OpenAI CLIP Model for Image Search on medical images☆77Updated 3 years ago
- ☆93Updated last month
- Timm model explorer☆42Updated last year
- Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations☆23Updated last year
- Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.☆154Updated last year
- Active learning for Mask R-CNN in Detectron2☆64Updated last year
- Notebooks demonstrating example applications of the cleanlab library☆131Updated 3 weeks ago
- Streamlit component for image annotation.☆97Updated 2 months ago
- uses Lightly and Label Studio to performa a complete AL workflow from dataset scraping to usage☆37Updated 2 months ago
- Use Grounding DINO, Segment Anything, and CLIP to label objects in images.☆34Updated 2 years ago
- Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, …☆69Updated 8 months ago
- Official code repository for ICML 2025 paper: "ExPLoRA: Parameter-Efficient Extended Pre-training to Adapt Vision Transformers under Doma…☆49Updated 2 weeks ago
- Quadra: Effortless and reproducible deep learning workflows with configuration files.☆50Updated last month
- auto_labeler - An all-in-one library to automatically label vision data☆19Updated last year
- Self-Supervised Learning in PyTorch☆143Updated last year
- ☆13Updated 2 years ago
- ☆59Updated last year
- Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics inclu…☆56Updated last year
- Computer Vision dataset analysis☆310Updated last year
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆193Updated 2 weeks ago
- YOLOExplorer : Iterate on your YOLO / CV datasets using SQL, Vector semantic search, and more within seconds☆138Updated last week
- IceData: Datasets Hub for the *IceVision* Framework☆49Updated 3 years ago
- [NeurIPS 2024] 🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.☆36Updated 3 months ago
- A tiny package supporting distributed computation of COCO metrics for PyTorch models.☆15Updated 2 years ago
- A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.☆67Updated this week
- Open-source Python toolkit focused on deep learning with ordinal methodologies☆65Updated 3 weeks ago
- ☆33Updated 3 years ago
- clustimage is a python package for unsupervised clustering of images.☆109Updated 2 weeks ago