I want to create the Moving MNIST training set in TensorFlow. I've been thinking about creating a subclass of tf.ReaderBase and emitting tf.Example training sequences in tf.ReaderBase.read or using tf.QueueBase, but I am not sure whether this is the right way to approach it and whether it is a good idea in the first place (regarding CPU load for creating the sequences during training).
How can I generate training data on the fly in TensorFlow?
641 Views Asked by Lili At
0
There are 0 best solutions below
Related Questions in TENSORFLOW
- A deterministic GPU implementation of fused batch-norm backprop, when training is disabled, is not currently available
- Keras similarity calculation. Enumerating distance between two tensors, which indicates as lists
- Does tensorflow have a way of calculating input importance for simple neural networks
- How to predict input parameters from target parameter in a machine learning model?
- Windows 10 TensorFlow cannot detect Nvidia GPU
- unable to use ignore_class in SparseCategoricalCrossentropy
- Why is this code not working? I've tried everything and everything seems to be fine, but no
- Why convert jpeg into tfrecords?
- ValueError: The shape of the target variable and the shape of the target value in `variable.assign(value)` must match
- The kernel appears to have died. It will restart automatically. whenever i try to run the plt.imshow() and plt.show() function in jupyter notebook
- Pneumonia detection, using transfer learning
- Cannot install tensorflow ver 2.3.0 (distribution not found)
- AttributeError: module 'keras._tf_keras.keras.layers' has no attribute 'experimental'
- Error while loading .keras model: Layer node index out of bounds
- prediction model with python tensorflow and keras, gives error when predicting
Related Questions in TRAINING-DATA
- higher coefficient of determination values in the testing phase compared to the training phase
- Loading the pre-trained model from the .h5 file (Works on Colab but does not work on Local)
- How to finetune the LLM to output the text with SSML tags?
- How to solve this problem in performing grid search?
- How can I fine tune the any generative model? Autotrain
- How many images should I label from the training set?
- Should I use training or validation set for parameter otimization?
- Generate TRAIN_DATA for spacy from xml
- Does scikit-learn train_test_split copy data?
- YOLOv8 custom model not making predictions
- python - How can I retrain an ONNX model?
- Why Val loss is not showing ? how to display it then plot it with training loss
- ValueError: Expected input data to be non-empty
- Problem with creating dataset for visual object tracker
- tesseract combine_tessdata eng. Combining tessdata files Error: traineddata file must contain at least (a unicharset file
Related Questions in ON-THE-FLY
- Challenges with On-the-Fly ZIP File Downloads: Seeking Solutions for Files Beyond 4GB using python
- How to ensure Java has access to on-the-fly compiled classes?
- How can I crop Image on-the-fly using FREE API (or a single line of code)?
- TF Keras - Image augmentation whilst excluding one class but recombining the data later on for use with an ImageDataGenerator object
- How to draw - dynamic - "safe areas" in ffplay
- play encrypted movies in vlc by decrypting them by ffmpeg "on the fly"
- Adding CSS to a window.open created in JavaScript
- Augmenting on the fly: running out of data and validation accuracy=0.5
- Online compression algorithms for multiple SETS?
- How to alias or rename a file on the fly in Linux?
- c# minimal code for creating instance on-the-fly
- ffmpeg switch inputs / mapping on-the-fly / while recording
- On-the-fly in QgsMapCanvas of QGIS 3.10.3 does not work
- How to modify a job on the fly in APScheduler?
- creation of dynamic/on the fly expression in MATLAB
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular # Hahtags
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?