![\"\"](\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2234817%2Fe7e814391a2887795ed006ccecc8f948%2FScore.png?generation=1562664499128921&alt=media\")
Dear Kagglers ,
\n\nI have started learning a lot in this competition from the experts . This is my second ever any competitive coding participation . I have read various GAN related topic , referred the public kernels and research papers . Here are the few items that i have tried and the results for the same . Let me know what you think . You can try something if you are new , or drop me a hint to try something , if you feel I have missed to explore. Some kernels are not public , because , there are lot of good Samaritans who has the similar kernels and people can refer to them and upvote .
\n\nIf you feel this info is useful for you , you can upvote .Note : Many of them are experimental parameters , please dont consider them as optimum parameters .
\n\n
Few of my kernels are : \nhttps://www.kaggle.com/phoenix9032/simple-pytorch-wgan-div-for-dog-images\nhttps://www.kaggle.com/phoenix9032/fastai-wgan-for-dog-image-generation
", "messages": [ { "id": "571192", "postDate": "07/09/2019 09:30:25", "content": "Dear Kagglers ,
\n\nI have started learning a lot in this competition from the experts . This is my second ever any competitive coding participation . I have read various GAN related topic , referred the public kernels and research papers . Here are the few items that i have tried and the results for the same . Let me know what you think . You can try something if you are new , or drop me a hint to try something , if you feel I have missed to explore. Some kernels are not public , because , there are lot of good Samaritans who has the similar kernels and people can refer to them and upvote .
\n\nIf you feel this info is useful for you , you can upvote .Note : Many of them are experimental parameters , please dont consider them as optimum parameters .
\n\n
Few of my kernels are : \nhttps://www.kaggle.com/phoenix9032/simple-pytorch-wgan-div-for-dog-images\nhttps://www.kaggle.com/phoenix9032/fastai-wgan-for-dog-image-generation
", "rawMarkdown": "Dear Kagglers ,\n\nI have started learning a lot in this competition from the experts . This is my second ever any competitive coding participation . I have read various GAN related topic , referred the public kernels and research papers . Here are the few items that i have tried and the results for the same . Let me know what you think . You can try something if you are new , or drop me a hint to try something , if you feel I have missed to explore. Some kernels are not public , because , there are lot of good Samaritans who has the similar kernels and people can refer to them and upvote . \n\nIf you feel this info is useful for you , you can upvote .Note : Many of them are experimental parameters , please dont consider them as optimum parameters .\n\n\n\nFew of my kernels are : \nhttps://www.kaggle.com/phoenix9032/simple-pytorch-wgan-div-for-dog-images\nhttps://www.kaggle.com/phoenix9032/fastai-wgan-for-dog-image-generation", "votes": null }, { "id": "571205", "postDate": "07/09/2019 09:50:16", "content": "Very helpful! Thanks :D
", "rawMarkdown": "Very helpful! Thanks :D", "votes": null }, { "id": "571235", "postDate": "07/09/2019 10:57:20", "content": "WGAN-Div got me a score much worse than WGAN itself
", "rawMarkdown": "WGAN-Div got me a score much worse than WGAN itself", "votes": null }, { "id": "571443", "postDate": "07/09/2019 15:40:02", "content": "Great work Nirjhar. Have your tried CGANs and/or Feature Matching? Ian Goodfellow published a great paper here. And I provide pictures and explanations here
", "rawMarkdown": "Great work Nirjhar. Have your tried CGANs and/or Feature Matching? Ian Goodfellow published a great paper [here][1]. And I provide pictures and explanations [here][2]\n\n[1]: https://arxiv.org/abs/1606.03498\n[2]: https://www.kaggle.com/c/generative-dog-images/discussion/99215", "votes": null } ], "comments": [ { "id": 571205, "author_name": "enric1296", "author_url": "", "post_date": "07/09/2019 09:50:16", "content": "Very helpful! Thanks :D
", "votes": null, "replies": [] }, { "id": 571235, "author_name": "venheads", "author_url": "", "post_date": "07/09/2019 10:57:20", "content": "WGAN-Div got me a score much worse than WGAN itself
", "votes": null, "replies": [] }, { "id": 571443, "author_name": "cdeotte", "author_url": "", "post_date": "07/09/2019 15:40:02", "content": "Great work Nirjhar. Have your tried CGANs and/or Feature Matching? Ian Goodfellow published a great paper here. And I provide pictures and explanations here
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "571192": "Dear Kagglers ,\n\nI have started learning a lot in this competition from the experts . This is my second ever any competitive coding participation . I have read various GAN related topic , referred the public kernels and research papers . Here are the few items that i have tried and the results for the same . Let me know what you think . You can try something if you are new , or drop me a hint to try something , if you feel I have missed to explore. Some kernels are not public , because , there are lot of good Samaritans who has the similar kernels and people can refer to them and upvote . \n\nIf you feel this info is useful for you , you can upvote .Note : Many of them are experimental parameters , please dont consider them as optimum parameters .\n\n\n\nFew of my kernels are : \nhttps://www.kaggle.com/phoenix9032/simple-pytorch-wgan-div-for-dog-images\nhttps://www.kaggle.com/phoenix9032/fastai-wgan-for-dog-image-generation", "571205": "Very helpful! Thanks :D", "571235": "WGAN-Div got me a score much worse than WGAN itself", "571443": "Great work Nirjhar. Have your tried CGANs and/or Feature Matching? Ian Goodfellow published a great paper [here][1]. And I provide pictures and explanations [here][2]\n\n[1]: https://arxiv.org/abs/1606.03498\n[2]: https://www.kaggle.com/c/generative-dog-images/discussion/99215" }, "source": "meta" }