lightly-ai / lightly-insightsLinks
Easily get basic insights about your ML dataset
☆39Updated last year
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.☆67Updated 3 months ago
- Notebooks demonstrating example applications of the cleanlab library☆129Updated 7 months ago
- ☆76Updated last month
- Estimate dataset difficulty and detect label mistakes using reconstruction error ratios!☆25Updated 6 months ago
- Self-Supervised Learning in PyTorch☆138Updated last year
- Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.☆152Updated 9 months ago
- Fine-tuning OpenAI CLIP Model for Image Search on medical images☆76Updated 3 years ago
- PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning☆160Updated last year
- Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, …☆70Updated 2 months ago
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 4 months ago
- 🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors (NeurIPS'24).☆36Updated 4 months ago
- Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations☆23Updated 10 months ago
- Use Grounding DINO, Segment Anything, and CLIP to label objects in images.☆31Updated last year
- Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics inclu…☆54Updated 6 months ago
- Quadra: Effortless and reproducible deep learning workflows with configuration files.☆49Updated 2 months ago
- ☆203Updated last year
- Active learning for Mask R-CNN in Detectron2☆63Updated last year
- Which model is the best at object detection? Which is best for small or large objects? We compare the results in a handy leaderboard.☆84Updated last week
- Open-source Python toolkit focused on deep learning with ordinal methodologies☆55Updated last week
- Continuation of an abandoned project fast-coco-eval☆116Updated last month
- ☆78Updated 9 months ago
- YOLOExplorer : Iterate on your YOLO / CV datasets using SQL, Vector semantic search, and more within seconds☆133Updated this week
- auto_labeler - An all-in-one library to automatically label vision data☆16Updated 6 months ago
- Official code repository for ICML 2025 paper: "ExPLoRA: Parameter-Efficient Extended Pre-training to Adapt Vision Transformers under Doma…☆38Updated 3 weeks ago
- A tiny package supporting distributed computation of COCO metrics for PyTorch models.☆15Updated 2 years ago
- Computer Vision dataset analysis☆302Updated last year
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆189Updated last month
- ☆27Updated 3 weeks ago
- Easy to use class balanced cross entropy and focal loss implementation for Pytorch☆96Updated 7 months ago
- uses Lightly and Label Studio to performa a complete AL workflow from dataset scraping to usage☆36Updated 2 years ago