gradient

tf.keras get computed gradient during training

不想你离开。 提交于 2020-07-22 08:48:54
问题 Following what is written here I was trying to get the computed gradient during the training using tf.keras , I've end up with the following callback function which is called during the fitting's phase: The used networks is a very standard one, fully connected and sequential. r = network.fit(x=trn.X,y=trn.Y,verbose=2,batch_size=50,epochs=50,callbacks=[reporter,]) def on_train_begin(self, logs={}): # Functions return weights of each layer self.layerweights = [] for lndx, l in enumerate(self

Multiple points/colors gradient on HTML5 canvas

巧了我就是萌 提交于 2020-07-18 08:08:11
问题 I would like to fill a shape on a html5 canvas with a gradient created from several differents colors at different positions, like on this picture. Do you have any ideas on how I could do that? 回答1: Searching a little I have found this example from Mozilla Development Network function draw() { var ctx = document.getElementById('canvas').getContext('2d'); var radgrad = ctx.createRadialGradient(0,0,1,0,0,150); radgrad.addColorStop(0, '#A7D30C'); radgrad.addColorStop(1, 'rgba(1,159,98,0)'); var

Fill matplotlib polygon with a gradient between vertices

孤人 提交于 2020-07-18 05:49:28
问题 I'm plotting a collection of polygons (triangles) using matplotlib's Poly3DCollection. The triangles are between vertices with a color associated with them. I'm currently filling each triangle with a solid color determined by averaging the colors of the three vertices. The triangles are plotted to form a 3D surface mesh. I would like to fill the triangle with a gradient between all three vertices. The pixel color at a given point would ideally just be linearly interpolated based on the

Fill matplotlib polygon with a gradient between vertices

老子叫甜甜 提交于 2020-07-18 05:48:11
问题 I'm plotting a collection of polygons (triangles) using matplotlib's Poly3DCollection. The triangles are between vertices with a color associated with them. I'm currently filling each triangle with a solid color determined by averaging the colors of the three vertices. The triangles are plotted to form a 3D surface mesh. I would like to fill the triangle with a gradient between all three vertices. The pixel color at a given point would ideally just be linearly interpolated based on the

How it the concept of gradient in TensorFlow related to the mathematical definition of gradient?

余生长醉 提交于 2020-07-09 19:24:07
问题 The TensorFlow documentation explains the function tf.gradients( ys, xs, grad_ys=None, name='gradients', colocate_gradients_with_ops=False, gate_gradients=False, aggregation_method=None, stop_gradients=None ) saying: [it] constructs symbolic derivatives of sum of ys w.r.t. x in xs. ys and xs are each a Tensor or a list of tensors. gradients() adds ops to the graph to output the derivatives of ys with respect to xs. ys: A Tensor or list of tensors to be differentiated I find it difficult to

How it the concept of gradient in TensorFlow related to the mathematical definition of gradient?

廉价感情. 提交于 2020-07-09 19:21:48
问题 The TensorFlow documentation explains the function tf.gradients( ys, xs, grad_ys=None, name='gradients', colocate_gradients_with_ops=False, gate_gradients=False, aggregation_method=None, stop_gradients=None ) saying: [it] constructs symbolic derivatives of sum of ys w.r.t. x in xs. ys and xs are each a Tensor or a list of tensors. gradients() adds ops to the graph to output the derivatives of ys with respect to xs. ys: A Tensor or list of tensors to be differentiated I find it difficult to

How it the concept of gradient in TensorFlow related to the mathematical definition of gradient?

生来就可爱ヽ(ⅴ<●) 提交于 2020-07-09 19:20:08
问题 The TensorFlow documentation explains the function tf.gradients( ys, xs, grad_ys=None, name='gradients', colocate_gradients_with_ops=False, gate_gradients=False, aggregation_method=None, stop_gradients=None ) saying: [it] constructs symbolic derivatives of sum of ys w.r.t. x in xs. ys and xs are each a Tensor or a list of tensors. gradients() adds ops to the graph to output the derivatives of ys with respect to xs. ys: A Tensor or list of tensors to be differentiated I find it difficult to

How to create a transparent gradient along the edge of an image/mask image with python?

强颜欢笑 提交于 2020-06-29 03:59:24
问题 Basically I want to create of a halo effect for the image that fades to transparent. I have images of wounds (and their masks), with no background. I want to add a red gradient behind it, that way if I paste it on something it looks like the area surrounded the wound is irritated. image and mask ... Originally, I was making a radial (circle) gradient and pasted my transparent image on it, but this does not look good for my non circular images. image with circle gradient same image as above

Fill between subplots with matplotlib cmap

五迷三道 提交于 2020-05-13 18:26:29
问题 I have 2 line plots on the same figure, plotted from pandas dataframes. I want to fill between them with a gradient/colour map of sorts. I understand I can do this with a cmap, only it will not work for me (see code below). General example I found are filling between x axis and line, i do not want that and also i am interested in simplest solution possible for this as i am a begginer at this and complicated, though maybe better code will just make it more confusing honestly. Code for which

Fill between subplots with matplotlib cmap

我是研究僧i 提交于 2020-05-13 18:26:13
问题 I have 2 line plots on the same figure, plotted from pandas dataframes. I want to fill between them with a gradient/colour map of sorts. I understand I can do this with a cmap, only it will not work for me (see code below). General example I found are filling between x axis and line, i do not want that and also i am interested in simplest solution possible for this as i am a begginer at this and complicated, though maybe better code will just make it more confusing honestly. Code for which