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Wentong-DST / im2p

Tensorflow implementation of paper: A Hierarchical Approach for Generating Descriptive Image Paragraphs
MIT License
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"No such file or directory: './data/references.pkl' & "No such file or directory: './data/candidates.pkl' #1

Open ShinDongHwan opened 6 years ago

ShinDongHwan commented 6 years ago

Hi, Wentong. I finished training. so I want to evaluate a model. but there are not "references.pkl" & "candidates.pkl" at "data" directory.

should i download and execute this link("show-attend-and-tell")? how do i get them?

Wentong-DST commented 6 years ago

Hi Shin Dong, Sorry for late reply, and I'm afraid that I couldn't find the original code to generate the two pickle files now, and I'm currently on vacation. But I think you are correct, they are from that repo, so the two files are key value pairs (image id -- caption). The original repo author has ceased any support, and I'm not working on this model any more, so I would recommend you to move onto other image captioning models. Please check Luo Ruotian's implementation of self-critical model. That repo has more models with better performance. If you still want to evaluate, I will try to find them after vacation. Thanks.

ShinDongHwan commented 6 years ago

Thank you for your kindly answer. I'm sad to hear that you're not working on it any more. because i want to generate paragraphs, and I couldn't find generating paragraphs model. if you have the rest time, please try to find them after vacation.

Have a good vacation~!!^^

Wentong-DST commented 6 years ago

Hi Shin Dong, From my experience, I don't think this model is the only choice for generating paragraphs, and in fact, it also suffers from long term dependency problem. So in other words, it may not outperform other models such as self-critical, or worse, on my private dataset, it achieves lower scores. But I will try to find scripts and push them to GitHub some time later. Thanks.

ShinDongHwan commented 6 years ago

Oh, Thank you. I was impressed with your advice and help. I began to study about language model, so I lacked knowledge about it. Thank you very much!!

santosh1821cs03 commented 5 years ago

Hi, Wentong.

I am also facing the same problem during the evaluation. As there are not "references.pkl" & "candidates.pkl" at "data" directory. How can I get this? can you please help me out?

nilinykh commented 5 years ago

Same issue here. Are these files somewhere present? Or maybe at least someone can explain in detail what should be in them?