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python - how to change input_shape to one channel like …

https://stackoverflow.com/questions/57702016/how-to-change-input-shape-to-one-channel-like-64-64-1-from-my-code

so I have a dataset in the form of a grayscale image, that means one channel right? I changed input_shape to 64.64.1 from this code. classifier.add(ZeroPadding2D(padding=(2,2), input_shape = (64, 64, 1))) but i got error. Error when checking input: expected zero_padding2d_1_input to have shape (64, 64, 1) but got array with shape (64, 64, 3)


How is caffe input_shape actually work? - Stack Overflow

https://stackoverflow.com/questions/48004169/how-is-caffe-input-shape-actually-work

input: "data" input_shape { dim: 1 dim: 3 dim: 424 dim: 424 } input: "im_info" input_shape { dim: 1 dim: 3 } the test AP does not change a bit, indicates there is some …


How to change the pre-trained Caffe model to accept one …

https://www.researchgate.net/post/How-to-change-the-pre-trained-Caffe-model-to-accept-one-channel-inputGray-Scale-Image-instead-of-an-RGB-image

Since Caffe model is generally trained on ImageNet which has RGB or 3-channel images, the easiest way to do this is by replicating the monochrome channel by three times. In RGB …


Where to specify input image dimensions and channels in …

https://github.com/BVLC/caffe/issues/1783

How does caffe know the dimensions of the input data. i understand the blob of grayscale image should be 100x1x96x96 (batchsize x channel x height x width) But when i load …


how to classify 1-channel input with python wrapper #491 …

https://github.com/BVLC/caffe/issues/491

File "/home/gys/caffe/python/caffe/classifier.py", line 77, in predict for in_ in inputs]) File "/home/gys/caffe/python/caffe/pycaffe.py", line 261, in _Net_preprocess channel_order = …


Caffe | Interfaces - Berkeley Vision

https://caffe.berkeleyvision.org/tutorial/interfaces.html

Interfaces. Caffe has command line, Python, and MATLAB interfaces for day-to-day usage, interfacing with research code, and rapid prototyping. While Caffe is a C++ library at heart and …


Caffe | Blobs, Layers, and Nets - Berkeley Vision

https://caffe.berkeleyvision.org/tutorial/net_layer_blob.html

Caffe defines a net layer-by-layer in its own model schema. The network defines the entire model bottom-to-top from input data to loss. As data and derivatives flow through the network in the …


NCSDK V2.05 mvNCCheck failed when caffe network …

https://community.intel.com/t5/Intel-Distribution-of-OpenVINO/NCSDK-V2-05-mvNCCheck-failed-when-caffe-network-with-1-channel/td-p/651537

the network has input like this： name: "suma" input: "data" input_shape { dim: 1 dim: 1 dim: 11 dim: 11 } that means we just. Browse Community. Register Help cancel. Turn on …


Convolutional neural network with 1 channel images/1 …

https://datascience.stackexchange.com/questions/80163/convolutional-neural-network-with-1-channel-images-1-input-channel

Because for an RGB image, there are 3 channels, 'R', 'G' and 'B' So, the input shape will be (height, width, 3) But since grayscale has only one channel, the input shape becomes …


How to modify Caffe network input for C++ API? - Google …

https://groups.google.com/g/caffe-users/c/UpKgiEwMNHM

I'm trying to use the MINST Caffe example via the C++ API, but I'm having a bit of trouble working out how to restructure the network prototxt file I'll deploy after training. ...


Ultimate Guide to Input shape and Model Complexity in Neural …

https://towardsdatascience.com/ultimate-guide-to-input-shape-and-model-complexity-in-neural-networks-ae665c728f4b

If the image is grey-scale, then the channel argument takes a value of 1, and if coloured, then it takes a value of 3, one for each of Red, Green and Blue channels. …

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