pip install OFA/transformers/ !git clone https://huggingface.co/OFA-Sys/OFA-tiny from PIL import Image from torchvision import transforms from transformers import OFATokenizer, OFAModel from transformers.models.ofa.generate import sequence_generator import requests import torch mean, std = [0.5, 0....
论文:Show and Tell: A Neural Image Caption Generator 链接:https://arxiv.org/abs/1411.4555 “show and tell”这篇论文,于2015年提出,首次将深度学习引入image caption任务,提出了encoder-decoder的框架。 作者使用CNN提取图像特征,使用LSTM作为解码器生成对应的图像描述 根据上图,有如下计算流程: x_{-1}=CNN...
device_target='GPU') data_url = './ImageNet/' resize = 224 batch_size = 16 dataset_trai...
Transformers PyTorch Pillow (Python Imaging Library) Certainly! Here's an updated installation section with more detailed instructions: Installation 1. Clone the Repository First, clone this repository to your local machine using Git: git clone https://github.com/your-username/Image_Caption_Generator_...
The model takes an image as input and generates a descriptive caption. We use the COCO dataset for training and evaluation. model transformers transformer neural-networks coco image-captioning coco-dataset transformer-models image-caption-generator Updated Aug 31, 2024 Python Pavansomisetty21 / ...
Image Transformers 相关论文解读 AI算法与图像处理 2363 1 21:45 CVPR2020——Exploring Self-attention for Image Recognition 自注意力替代卷积 执笔Zhou 2883 6 3:54 Living Image 4.4 生物发光图像定量分析及导出 最爱小闲鱼 3224 -- 5:1 SIGGRAPH'24: NeurCADRecon: Neural Representation for Reconstructing...
Muse: Text-To-Image Generation via Masked Generative Transformers lucidrains/muse-pytorch • • 2 Jan 2023 Compared to pixel-space diffusion models, such as Imagen and DALL-E 2, Muse is significantly more efficient due to the use of discrete tokens and requiring fewer sampling iterations; ...
Cogview: Mastering text-to-image gener- ation via transformers, 2021. 6 [11] Wanshu Fan, Yen-Chun Chen, Dongdong Chen, Yu Cheng, Lu Yuan, and Yu-Chiang Frank Wang. Frido: Feature pyra- mid diffusion for complex scene image synthesis. ArXiv, abs/2208.13753, 2022. 6 [12] Ora...
imagetransformermultimodal-deep-learningimage-caption-generatorhuggingface-transformershuggingface-datasetsblip2 UpdatedAug 7, 2023 Jupyter Notebook bhushan2311/image_caption_generator Star32 An Image captioning web application combines the power of React.js for front-end, Flask and Node.js for back-end,...
nlppytorchdeeplearningcomputervisionimagecaptioninggpt-2huggingface-transformerstext-to-image-generationstablediffusiongenerativeaivisiontransformers UpdatedAug 26, 2024 Jupyter Notebook First Chinese Multi-Style Image Caption Model pythontensorflowimagecaptioning ...