11–20 of 21 posts
You are using a “ready” product and so everyone gets the updates to model but your own modifications for the model are impossible with current providers.
I think this may not be true about Azure. In Build conference this year, they demoed cognitive service APIs where one can use transfer learning techniques, and train models and use them.
I'd love to see some sample code. I've tried something similar to detect the postman in my security camera stream, but failed over lots of small technical details. Does anyone know a good tutorial on reinforcement learning that describes a practical application like this?
Yeah, the author of this article likely just followed these TensorFlow tutorials. You don't even have to touch code. Follow this to retrain the Inception network: https://www.tensorflow.org/tutorials/image_retraining Follow this to run an image through your model for classification: https://www.tensorflow.org/tutorials/image_recognition
OP said the following about AI SaaS providers: You are using a “ready” product and so everyone gets the updates to model but your own modifications for the model are impossible with current providers. I think this may not be true about Azure. In Build conference this year, they demoed cognitive service APIs where one can use transfer learning techniques, and train models and use them.
EDIT: I tried to google that up but couldn't find anything. Could you provide a link for that
OP said the following about AI SaaS providers: You are using a “ready” product and so everyone gets the updates to model but your own modifications for the model are impossible with current providers. I think this may not be true about Azure. In Build conference this year, they demoed cognitive service APIs where one can use transfer learning techniques, and train models and use them.
That sounds interesting, it's funny if you really can use their own models as base and do that. For the platform sake, Google offers also SaaS where you can train and evaluate your own models but then the base model is something you have to provide yourself EDIT: I tried to google that up but couldn't find anything. Could you provide a link for that
Earlier quoted context omitted.
That sounds interesting, it's funny if you really can use their own models as base and do that. For the platform sake, Google offers also SaaS where you can train and evaluate your own models but then the base model is something you have to provide yourself EDIT: I tried to google that up but couldn't find anything. Could you provide a link for that
I assume it's the following link: https://azure.microsoft.com/en-us/services/cognitive-service...
https://azure.microsoft.com/en-us/services/cognitive-service...
That is great and will definetly help with problems where your task isn't just to recognize cats and dogs the only downside is that you are giving your data away and it will also help your competitors.
Earlier quoted context omitted.
It was a good run while it lasted! In case you guys have ideas for other similar ML/AI projects - we could take a look! (shameless plug, I'm a partner at Emblica.fi)
Any idea where to find a database of birds? I've been kicking around with the idea of using transfer learning and then a database of bird images to fine tune a classifier to tell people what a bird they take a picture of is (EDIT, similar approach: [0]). Would help with research. I know some people in finland that had participated in a crowdsourced census of birdlife in their area and thought it could be easier with…
But it's North American birds, not sure if you specifically want to cover birds that show up in Finland or if that was just your inspiration.
There are a couple apps that do what you're talking about, but they're both North American birds only as well.
http://www.birdsnap.com/ (I was involved in this one)
Earlier quoted context omitted.
It was a good run while it lasted! In case you guys have ideas for other similar ML/AI projects - we could take a look! (shameless plug, I'm a partner at Emblica.fi)
Any idea where to find a database of birds? I've been kicking around with the idea of using transfer learning and then a database of bird images to fine tune a classifier to tell people what a bird they take a picture of is (EDIT, similar approach: [0]). Would help with research. I know some people in finland that had participated in a crowdsourced census of birdlife in their area and thought it could be easier with…
Does anyone know if there is any equivalent to a pre-trained network like Inception, but for text classification instead of image classification?
I'd love to see some sample code. I've tried something similar to detect the postman in my security camera stream, but failed over lots of small technical details. Does anyone know a good tutorial on reinforcement learning that describes a practical application like this?