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[CVPR 2024 HighlightāØ] Official Pytorch Code for EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
Chatbot Arena meets multi-modality! Multi-Modality Arena allows you to benchmark vision-language models side-by-side while providing images as inputs. Supports MiniGPT-4, LLaMA-Adapter V2, LLaVA, Bā¦
PMC-VQA is a large-scale medical visual question-answering dataset, which contains 227k VQA pairs of 149k images that cover various modalities or diseases.
Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
Convenience scripts to finetune (chat-)LLaMa3 and other models for any language
[CVPR 2024 š„] Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses that are seamlessly integrated with object segmentation masks.
Project Page for "LISA: Reasoning Segmentation via Large Language Model"
Use Large Language Models like OpenAI's GPT-3.5 for data annotation and model enhancement. This framework combines human expertise with LLMs, employs Iterative Active Learning for continuous improvā¦
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (Vā¦
GPU-accelerated algorithm for subsampling datasets while preserving diversity
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastiveā¦
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
An open source implementation of CLIP.
A scientific instrument for investigating latent spaces
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
VMamba: Visual State Space Modelsļ¼code is based on mamba
StressID - a Multimodal Dataset for Stress Identification
Official implementation of QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data
Official repository of "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation", ICLR 2023.
