This project hosts the code for implementing the ISAL algorithm for object detection and image classification (ICCV2021)
☆29Nov 19, 2021Updated 4 years ago
Alternatives and similar repositories for ISAL
Users that are interested in ISAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆40Sep 14, 2022Updated 4 years ago
- A PyTorch toolkit with 8 popular deep active learning query methods implemented.☆94Sep 14, 2021Updated 5 years ago
- The official implementation of Active Learning by Feature Mixing (ALFA-Mix) paper☆89Nov 27, 2022Updated 3 years ago
- This is the code of paper ``Contrastive Coding for Active Learning under Class Distribution Mismatch'' with python.☆28Jan 5, 2023Updated 3 years ago
- Awesome Active Learning Paper List☆150Apr 23, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ALBench Leaderboard for active learning in object detection☆15Jan 13, 2023Updated 3 years ago
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆70Aug 16, 2023Updated 3 years ago
- A list of active learning methods for deep learning.☆65Jan 14, 2024Updated 2 years ago
- [ECCV 2022] "TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information" by…☆11Sep 21, 2022Updated 4 years ago
- ☆48Feb 9, 2024Updated 2 years ago
- ☆22Dec 30, 2021Updated 4 years ago
- Code for Active Learning at The ImageNet Scale. This repository implements many popular active learning algorithms and allows training wi…☆54Nov 29, 2021Updated 4 years ago
- State-Relabeling Adversarial Active Learning☆14Aug 17, 2021Updated 5 years ago
- released code for CVPR2021: Deeply Shape-guided Cascade for Instance Segmentation☆14Feb 20, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆16Jun 16, 2022Updated 4 years ago
- Accepted by AAAI2022☆21Apr 10, 2022Updated 4 years ago
- Efficiently search and mine for specific (targeted) classes/slices in your dataset to improve model performance and personalize your mode…☆20Nov 17, 2023Updated 2 years ago
- Active Learning on a Budget - Opposite Strategies Suit High and Low Budgets☆108Oct 22, 2024Updated 2 years ago
- Deep Bayesian Active Learning with Image Data by Gal et al. (ICML 2017)☆46Apr 3, 2022Updated 4 years ago
- [NeurIPS 2023] Towards Free Data Selection with General-Purpose Models☆43Mar 14, 2025Updated last year
- [CVPR2021] VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning☆14Oct 3, 2021Updated 5 years ago
- Official code implementation for the paper "Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm" (CVPR…☆56Apr 16, 2025Updated last year
- Active Learning for Object Detection using Detectron2☆46Sep 30, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Look-Ahead Data Acquisition via Augmentation for Deep Active Learning (NeurIPS 2021)☆16Apr 30, 2024Updated 2 years ago
- official PyTorch implementation of paper "Adversarial Bipartite Graph Learning for Video Domain Adaptation" (MM2020 Oral)☆11Jun 16, 2022Updated 4 years ago
- Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)☆176Dec 1, 2021Updated 4 years ago
- Dense CRF in Saliency Detection field. [Python Implementation]☆12Oct 3, 2021Updated 5 years ago
- This is the official code repository for MM'20 paper 'Prototype-Matching Graph Network for Heterogeneous Domain Adaptation'