python – Tensorflow: An error of incompatible between output of Dense layer and the shape of the label: logits and labels must have the same first dimension

I have a question about the output shape of Dense layer. In my case, the ground truth of labels is a 155 long list. The data part is converted from image. The dataset was assembled: dataset = tf.data.Dataset.from_tensor_slices((fetched_image_list, labels)) dataset = dataset.batch(1) In order to know the shape of dataset, a iteration is conducted: import … Read more

python – Tensorflow (Cummulative) Counting, how to call different labels?

I am very new to Python, but need to work with it during my study for a project. We are trying to make a camera scanning system. I have found an amazing code by Tanner Gilbert: https://github.com/TannerGilbert/Tensorflow-2-Object-Counting that does exactly what we want it to do, but to make it fully functional for our project, … Read more

machine learning – Keras Dense Model ValueError: logits and labels must have the same shape ((None, 200, 1) vs (None, 1, 1))

I’m new in machine learning and I’m trying to train a model. I’m using this Keras oficial example as a guide to set my dataset and feed it into the model: https://www.tensorflow.org/api_docs/python/tf/keras/utils/Sequence From the training data I have an sliding windows created for a single column and for the labels I have a binary classification … Read more