前言 在视频字幕、图像字幕任务中,必然用到的一个依赖包是coco-caption。该依赖主要作用是用来评价模型所生成的描述的准确性,其中spice.py文件中,执行以下命令时会报错: 代码语言:javascript 复制 java-jar-Xmx8G spice-1.0.jar coco-caption/pycocoevalcap/spice/tmp/tmp1wdsxtug-out coco-caption/pycocoevalcap...
在coco-caption 环境中,输入jupyter notebook,选择cocoEvalCapDemo.ipynb。 点击“Kernel -> Restart & Run All”,Cell [1] ~ [5]能够正常运行。如果需要Cell [6]显示图片,需要下载MSCOCO 2014 val2014图片,放在对应的目录下。 /coco-caption-master/results目录下文件的解释 captions_val2014_fakecap_results....
在coco-caption 环境中,输入jupyter notebook,选择cocoEvalCapDemo.ipynb。 点击“Kernel -> Restart & Run All”,Cell [1] ~ [5]能够正常运行。如果需要Cell [6]显示图片,需要下载MSCOCO 2014 val2014图片,放在对应的目录下。 /coco-caption-master/results目录下文件的解释 captions_val2014_fakecap_results....
VPGTrans在某指定数据集A上的加速比是通过从头训练达到A上最佳效果a的轮数除以VPGTrans在A上效果超过a的最小训练轮数得到。比如,从头在OPT-2.7B上训练VPG,在COCO caption达到最佳效果需要10个epoch,但从OPT-125M迁移VPG到OPT-2.7B,仅需1个epoch就能达到该最佳效果。则加速比为10/1=10倍。我们可以看到,无论是...
COCO Captions mPLUG Text Generation COCO Captions LeakGAN Image Captioning COCO Captions test From Captions to Visual Concepts and Back Concept-To-Text Generation tecpic Papers Dataset Loaders AddRemove Tasks Similar Datasets Created with Highcharts 9.3.0Number of Papers202520212022202320240204060COCO Captio...
Star Here is 1 public repository matching this topic... A python3 library for evaluating caption's BLEU, Meteor, CIDEr, SPICE,ROUGE_L,WMD score. Fork fromhttps://github.com/ruotianluo/coco-caption spiceciderbleucaption-evalcoco-caption ...
[1]. O. Vinyals, A. Toshev, S. Bengio, and D. Erhan,「Show and Tell: A Neural Image Caption Generator」, CVPR 2015.[2]. S. J. Rennie, E. Marcheret, Y. Mroueh, J. Ross, and V. Goel,「Self-critical Sequence Training for Image Captioning」, CVPR 2017.[3]. S. Liu; Z. ...
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coco-caption/pycocoevalcap/bleu/__pycache__/__init__.cpython-38.pyc 239 2022-01-21 10:13:18 coco-caption/pycocoevalcap/bleu/__pycache__/bleu.cpython-36.pyc 1210 2022-02-06 15:58:42 coco-caption/pycocoevalcap/bleu/__pycache__/bleu.cpython-37.pyc 1214 2022-01-21 10:13:18 ...
为了量化SimVLM的零样本学习性能,这里采用了预训练的固化模型在COCO Caption和NoCaps上进行解码,然后与监督标准基线(Sup.)进行比较。 从结果对比上来看,即使没有监督微调,SimVLM也可以达到有监督的训练质量水平。 作者介绍 本研究的第一作者是谷歌学生研究员王子瑞,现就读于卡内基梅隆大学,曾以第一作者身份在ICLR、EMNL...