What is the difference between categorical_crossentropy and sparse_categorical cross entropy when we do multiclass classification using convolution neural networks? - Quora
![Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names](https://gombru.github.io/assets/cross_entropy_loss/sigmoid_CE_pipeline.png)
Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names
![Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind](https://miro.medium.com/v2/resize:fit:1200/1*Snrh7srJ66tIcBuqTa_sBg.jpeg)
Binary Crossentropy with Keras. Recently, I've been covering many of… | by Francesco Franco | AI Mind
![Sparse Categorical Cross-Entropy | Explanation and Practical Tips | Deep learning Tutorial - YouTube Sparse Categorical Cross-Entropy | Explanation and Practical Tips | Deep learning Tutorial - YouTube](https://i.ytimg.com/vi/SIoo6NTH88U/sddefault.jpg)
Sparse Categorical Cross-Entropy | Explanation and Practical Tips | Deep learning Tutorial - YouTube
![How do Tensorflow and Keras implement Binary Classification and the Binary Cross-Entropy function? | by Rafay Khan | Medium How do Tensorflow and Keras implement Binary Classification and the Binary Cross-Entropy function? | by Rafay Khan | Medium](https://miro.medium.com/v2/resize:fit:1400/1*TezGCUIYeDi6OYrdl2gPEg.png)
How do Tensorflow and Keras implement Binary Classification and the Binary Cross-Entropy function? | by Rafay Khan | Medium
![Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names](https://gombru.github.io/assets/cross_entropy_loss/intro.png)
Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names
![VIDEO solution: You are working on a project to forecast whether a patient will survive or not using TensorFlow. Which loss function should you use? a. Binary Cross Entropy loss b. Sparse VIDEO solution: You are working on a project to forecast whether a patient will survive or not using TensorFlow. Which loss function should you use? a. Binary Cross Entropy loss b. Sparse](https://cdn.numerade.com/ask_previews/638ee362-a9a7-467e-975e-b1db0d563fed_large.jpg)
VIDEO solution: You are working on a project to forecast whether a patient will survive or not using TensorFlow. Which loss function should you use? a. Binary Cross Entropy loss b. Sparse
![python - Sparse Categorical Crossentropy Loss Seems Scaled Really High, Despite Very Successful Model - Stack Overflow python - Sparse Categorical Crossentropy Loss Seems Scaled Really High, Despite Very Successful Model - Stack Overflow](https://i.stack.imgur.com/xuCiv.png)
python - Sparse Categorical Crossentropy Loss Seems Scaled Really High, Despite Very Successful Model - Stack Overflow
![objective functions - Why does TensorFlow docs discourage using softmax as activation for the last layer? - Artificial Intelligence Stack Exchange objective functions - Why does TensorFlow docs discourage using softmax as activation for the last layer? - Artificial Intelligence Stack Exchange](https://i.stack.imgur.com/uGw1c.jpg)