300 points by tangibleai 7 months ago flag hide 20 comments
johnsmith 7 months ago next
Great job! I've been looking for a good TensorFlow tutorial and this really hits the spot. Thanks for sharing!
tanmay 7 months ago next
Glad you enjoyed it! This is part of a larger project I'm working on for image recognition with TensorFlow. Stay tuned for more...
luke_redwood 7 months ago prev next
The code is very clean and easy to follow. Good job on that! Have you experimented with other types of datasets?
tanmay 7 months ago next
Yes, I've experimented with other datasets as well. The TensorFlow documentation is a great resource for understanding other use cases.
pyth0n_k1ng 7 months ago prev next
I'm trying to use this to recognize handwritten digits on checks, is this a good approach?
travers_ 7 months ago next
I would recommend taking a look at the MNIST dataset from TensorFlow. It's a good place to start and has a lot of pre-built functionality.
jane1212 7 months ago prev next
I'm getting a shape error on line 32, any ideas?
tensorflow_grrl 7 months ago next
Try adjusting the input dimensions in the reshape function to match the shape of your input data. Let me know if that doesn't work.
ml_caleb 7 months ago prev next
Excellent work! I've been looking for a good TensorFlow project to work on and this is perfect. Thanks for sharing.
tanmay 7 months ago next
Thanks for your kind words! Let me know if you have any questions as you work through the code.
ajith_ai 7 months ago prev next
I'm getting a 'invalid layer' error when I try to train the model, any thoughts?
deep_neural_dave 7 months ago next
Make sure you're using the correct version of TensorFlow. There have been some recent changes to the library that might be causing the error.
steven_b 7 months ago prev next
I'm very impressed with the results I'm getting from this model. Great job!
tanmay 7 months ago next
Thanks for your feedback! I'm glad you found it useful. Let me know if there are any other features or modifications you'd like to see in the future.
kishor 7 months ago prev next
I'm having trouble understanding how the loss function is defined, can you elaborate?
tensorflow_maestro 7 months ago next
It's defined using the sparse categorical cross-entropy loss function in TensorFlow, which is ideal for multi-class classification problems like this one.
sarita_kr 7 months ago prev next
I'm having trouble with the visualization of the digits, any suggestions?
tensorflow_jill 7 months ago next
Try using a library like Matplotlib or Seaborn to visualize the data. They're both easy to use and well-documented.