imagecode
Image retrieval benchmark
Provides code and data for an image retrieval benchmark that tests contextual understanding of text descriptions with images.
Code and data for ImageCoDe, a contextual vison-and-language benchmark
39 stars
4 watching
6 forks
Language: Python
last commit: over 2 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 kirk86/imageretrieval | This project provides tools and techniques for image retrieval based on visual features. | 56 |
 cleanlab/cleanvision | Automatically detects issues in image datasets to improve computer vision models | 1,038 |
 jaiverma/matlab | A collection of MATLAB code examples for various digital image processing tasks. | 37 |
 filipradenovic/cnnimageretrieval | This MATLAB toolbox trains and tests convolutional neural networks for image retrieval tasks, including fine-tuning and supervised whitening. | 188 |
 jcupitt/libvips | An image processing library with low memory needs | 53 |
 ibm/max-resnet-50 | An image classification model using the ResNet-50 architecture, trained on the ImageNet dataset. | 14 |
| ibm/max-inception-resnet-v2 | An image classification model using a third-generation deep residual network. | 27 |
 ailab-cvc/seed-bench | A benchmark for evaluating large language models' ability to process multimodal input | 322 |
 damo-nlp-sg/m3exam | A benchmark for evaluating large language models in multiple languages and formats | 93 |
 szilard/benchm-ml | A benchmark for evaluating machine learning algorithms' performance on large datasets | 1,874 |
 isekai-portal/link-context-learning | An implementation of a multimodal learning approach to improve language models' ability to recognize unseen images and understand novel concepts. | 91 |
 luispedro/mahotas | A library of fast computer vision algorithms implemented in C++ for speed, operating over numpy arrays. | 855 |
 mlcommons/inference | Measures the performance of deep learning models in various deployment scenarios. | 1,256 |
 cambridge-mlg/fit | This repository provides code for a few-shot transfer learning approach to personalized and federated image classification | 11 |
 aifeg/benchlmm | An open-source benchmarking framework for evaluating cross-style visual capability of large multimodal models | 84 |