Hello , I've been studding machine learning for 1.5 year now , and one of the thing I learned was keras, I've worked on some projects about image classification on kaggle and I noticed that most people on kaggle works with pytorch , and some how the accuracy is better with pytorch than keras using the same algorithm .
\n\nSo now I wan't to start to learn pytorch with keras for the reasons I mentioned , any one can provide me with good free resources where I can learn how to build a custom class that inherit from pytorch class to prepare and preprocess the images , then to build the algorithm using pytorch .
\n\nThanks .
", "messages": [ { "id": 878778, "postDate": "2020-06-08T20:41:21.463Z", "content": "While Im a pytorch user myself the efficientnet top public kernel uses efficientnets (in pytorch) which are known to be faster on keras than pytorch (afaik). I don't see why keras wouldn't be competitive if you try that method.
", "rawMarkdown": "While Im a pytorch user myself the efficientnet top public kernel uses efficientnets (in pytorch) which are known to be faster on keras than pytorch (afaik). I don't see why keras wouldn't be competitive if you try that method.", "votes": 1, "replies": [ { "id": 879216, "postDate": "2020-06-09T09:57:53.237Z", "content": "yea maybe keras is faster (I am not sure about that), but it is good also to learn pytorch so I can work with both, if the team I am working with are working with any of them :)
", "rawMarkdown": "yea maybe keras is faster (I am not sure about that), but it is good also to learn pytorch so I can work with both, if the team I am working with are working with any of them :)" }, { "id": 879669, "postDate": "2020-06-09T16:14:10.660Z", "content": "I agree with you @arroqc, even though the community support for tensorflow is a bit less
", "rawMarkdown": "I agree with you @arroqc, even though the community support for tensorflow is a bit less" } ] }, { "id": 878650, "postDate": "2020-06-08T17:49:08.190Z", "content": "Check out this link: the-incredible-pytorch You can find a great curated list of tutorials, papers, projects, communities and more relating to PyTorch.
", "rawMarkdown": "Check out this link: [the-incredible-pytorch](https://github.com/ritchieng/the-incredible-pytorch) You can find a great curated list of tutorials, papers, projects, communities and more relating to PyTorch.", "replies": [ { "id": 878764, "postDate": "2020-06-08T20:06:54.593Z", "content": "Thanks :)
", "rawMarkdown": "Thanks :)" } ] }, { "id": 878452, "postDate": "2020-06-08T14:39:53.200Z", "content": "@yaheaal check below learning program to learn pytorch:
\n\nhttps://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/
", "rawMarkdown": "@yaheaal check below learning program to learn pytorch:\n\nhttps://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/", "replies": [ { "id": 878468, "postDate": "2020-06-08T14:58:36.633Z", "content": "Thanks ;)
", "rawMarkdown": "Thanks ;)" } ] }, { "id": 878174, "postDate": "2020-06-08T10:20:09.067Z", "content": "Hello , I've been studding machine learning for 1.5 year now , and one of the thing I learned was keras, I've worked on some projects about image classification on kaggle and I noticed that most people on kaggle works with pytorch , and some how the accuracy is better with pytorch than keras using the same algorithm .
\n\nSo now I wan't to start to learn pytorch with keras for the reasons I mentioned , any one can provide me with good free resources where I can learn how to build a custom class that inherit from pytorch class to prepare and preprocess the images , then to build the algorithm using pytorch .
\n\nThanks .
", "rawMarkdown": "Hello , I've been studding machine learning for 1.5 year now , and one of the thing I learned was keras, I've worked on some projects about image classification on kaggle and I noticed that most people on kaggle works with pytorch , and some how the accuracy is better with pytorch than keras using the same algorithm .\n\nSo now I wan't to start to learn pytorch with keras for the reasons I mentioned , any one can provide me with good free resources where I can learn **how to build a custom class that inherit from pytorch class to prepare and preprocess the images , then to build the algorithm using pytorch .**\n\nThanks ." } ], "comments": [ { "id": 878778, "author_name": "Arnaud Roussel", "author_url": "", "post_date": "2020-06-08T20:41:21.463000", "content": "While Im a pytorch user myself the efficientnet top public kernel uses efficientnets (in pytorch) which are known to be faster on keras than pytorch (afaik). I don't see why keras wouldn't be competitive if you try that method.
", "votes": 1, "replies": [ { "id": 879216, "author_name": "Yaheaal", "author_url": "", "post_date": "2020-06-09T09:57:53.237000", "content": "yea maybe keras is faster (I am not sure about that), but it is good also to learn pytorch so I can work with both, if the team I am working with are working with any of them :)
", "votes": 0, "replies": [] }, { "id": 879669, "author_name": "Kurian Benoy", "author_url": "", "post_date": "2020-06-09T16:14:10.660000", "content": "I agree with you @arroqc, even though the community support for tensorflow is a bit less
", "votes": 0, "replies": [] } ] }, { "id": 878650, "author_name": "Fais K", "author_url": "", "post_date": "2020-06-08T17:49:08.190000", "content": "Check out this link: the-incredible-pytorch You can find a great curated list of tutorials, papers, projects, communities and more relating to PyTorch.
", "votes": 0, "replies": [ { "id": 878764, "author_name": "Yaheaal", "author_url": "", "post_date": "2020-06-08T20:06:54.593000", "content": "Thanks :)
", "votes": 0, "replies": [] } ] }, { "id": 878452, "author_name": "Kurian Benoy", "author_url": "", "post_date": "2020-06-08T14:39:53.200000", "content": "@yaheaal check below learning program to learn pytorch:
\n\nhttps://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/
", "votes": 0, "replies": [ { "id": 878468, "author_name": "Yaheaal", "author_url": "", "post_date": "2020-06-08T14:58:36.633000", "content": "Thanks ;)
", "votes": 0, "replies": [] } ] } ], "raw_markdown_by_id": { "878778": "While Im a pytorch user myself the efficientnet top public kernel uses efficientnets (in pytorch) which are known to be faster on keras than pytorch (afaik). I don't see why keras wouldn't be competitive if you try that method.", "878650": "Check out this link: [the-incredible-pytorch](https://github.com/ritchieng/the-incredible-pytorch) You can find a great curated list of tutorials, papers, projects, communities and more relating to PyTorch.", "878452": "@yaheaal check below learning program to learn pytorch:\n\nhttps://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/", "878174": "Hello , I've been studding machine learning for 1.5 year now , and one of the thing I learned was keras, I've worked on some projects about image classification on kaggle and I noticed that most people on kaggle works with pytorch , and some how the accuracy is better with pytorch than keras using the same algorithm .\n\nSo now I wan't to start to learn pytorch with keras for the reasons I mentioned , any one can provide me with good free resources where I can learn **how to build a custom class that inherit from pytorch class to prepare and preprocess the images , then to build the algorithm using pytorch .**\n\nThanks ." } }