What is the best introductory resource to learn about Deep Learning?

08 September 2016 3,867 1 View

When do I use Background Subtraction Methods for object detection in images?

I am using Java and OpenCv as tools to detect object in still images and videos.

08 September 2016 1,060 2 View

Where can I find a nice tensorflow tutorial?

08 September 2016 5,820 4 View

How will be the dimension of the input training dataset for a convolution neural network (1000 images, each image is 3 channel and 32px by 32px)?

will it be 2d as (1000)* (3*32*32)? or will it be 4d as (1000)* (3) (32)(32)?

08 September 2016 7,738 1 View

How can I prepare the labels of my binary classification problem in keras?

this is code I used #prepare labels...

08 September 2016 915 2 View

In Keras, How can I extract the exact location of the detected object (or objects) within image that includes a background?

08 September 2016 7,732 6 View

How can I implement the sliding window using Keras to detect multi objects in a single frame?

08 September 2016 2,364 0 View

How does object detection in images works?

Detecting Vehicles and pedestrians, how the classifier is trained? How exactly preprocessing of images is applied?

07 August 2016 832 6 View

If information gain is used to rank features, what is the typical way to build a subset of features based on this ranking?

These features will be input to a classifier

31 December 2013 9,006 2 View

How can I use Deep learning to create / find easily distinguished images that can be used as markers?

I need to create labels that Computer vision can easily detect and classify

01 January 1970 2,222 4 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

What are some of the research gaps in machine learning and artificial intelligence in africa?

i would to know some of the research gaps in the artificial intelligence field in most african countries.

03 March 2021 6,145 3 View

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

I have selected brain tumor images ...but now found that already lots of research done n this topic.

03 March 2021 5,774 3 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

Can you share me how teacher education is managed in your respective national educational system?

I feel that the practice in teacher education in my country is below the expected performance level due to very poor management system. Hope I will learn something from your experiences.

02 March 2021 1,516 4 View

Can NFL theorem be valid in infinite search space in ML?

NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...

01 March 2021 1,189 3 View

What is the difference between L1 and L2 regularization in machine learning?

L1 and L2 regularization

28 February 2021 4,187 3 View

How to eliminate Steady state error from Reinforcement learning genetic algorithm code?

The following code (see 1st 2 images attached) is used to produce PID controller values that are designed to control the system (G). The code finds the PID controller values (noted as k) by using...

28 February 2021 6,560 14 View

Is there any Machine Learning/AI algorithm that lets you predict with incomplete features without missing value imputation process?

For instance, the model is trained with A,B,C,D,E features to predict F target. Then, I want to make prediction on a new data, but with only A,C,D,E is known without doing missing value imputation...

28 February 2021 1,556 6 View

How can I represent SDS-PAGE results for machine learning analysis?

I am trying to classify and analyze the results of an SDS-PAGE based array for bacterial detection using machine learning, but I have trouble finding the best way to represent the results with...

27 February 2021 9,176 3 View