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.☆80Updated this week
- ☆78Updated last week
- Estimate dataset difficulty and detect label mistakes using reconstruction error ratios!☆27Updated 10 months ago
- Timm model explorer☆42Updated last year
- Notebooks demonstrating example applications of the cleanlab library☆131Updated 11 months ago
- Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.☆154Updated last year
- Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations☆23Updated last year
- Fine-tuning OpenAI CLIP Model for Image Search on medical images☆77Updated 3 years ago
- auto_labeler - An all-in-one library to automatically label vision data☆20Updated 10 months ago
- Active learning for Mask R-CNN in Detectron2☆64Updated last year
- Self-Supervised Learning in PyTorch☆142Updated last year
- Streamlit component for image annotation.☆97Updated last month
- Use Grounding DINO, Segment Anything, and CLIP to label objects in images.☆33Updated last year
- Quadra: Effortless and reproducible deep learning workflows with configuration files.☆50Updated this week
- Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, …☆69Updated 7 months ago
- ☆59Updated last year
- 🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors (NeurIPS'24).☆36Updated last month
- Lightweight, open-source, high-performance Yolo implementation☆52Updated 6 months ago
- [ICCV25] Official Implementation of LeGrad☆83Updated 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 …☆192Updated 5 months ago
- clustimage is a python package for unsupervised clustering of images.☆108Updated last month
- Official code repository for ICML 2025 paper: "ExPLoRA: Parameter-Efficient Extended Pre-training to Adapt Vision Transformers under Doma…☆47Updated 3 months ago
- Solving Computer Vision with AI agents☆34Updated 5 months ago
- Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics inclu…☆56Updated 10 months ago
- Vision Transformers for image classification, image segmentation, and object detection.☆63Updated last month
- Open-source Python toolkit focused on deep learning with ordinal methodologies☆63Updated this week
- uses Lightly and Label Studio to performa a complete AL workflow from dataset scraping to usage☆37Updated last month
- ☆13Updated 2 years ago
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 8 months ago