Research on wildlife using machine learning

More Francis Jesmar Perez Montalbo's questions See All

Submitting to arxiv before submitting to a journal?

Hello, everyone! Just wanted to know if I can first submit my paper to arxiv before I submit to a journal in elsevier. Hoping to find a clear answer. Thank you!

12 January 2021 5,266 3 View

What crossover operators can be used for a GA that finds suboptimal positions for a set of buildings?

I'm currently working on my undergraduate thesis where I develop a genetic algorithm that finds suboptimal 2D positions for a set of buildings. The solution representation is a vector of real...

11 January 2021 9,835 4 View

How does one subset time series GPS data to to 1 hour intervals?

I have time series GPS tracking data from a number of individuals, all with varying time between locations (i.e. certain individuals recording at 15 minutes intervals, others at 20 minutes or 1...

06 December 2020 9,038 3 View

Popular image segmentation quality measures ?

Evaluation metric to assess superpixel based algorithms

13 September 2020 5,793 13 View

What is the best research topic related to Disaster Management for Senior High School Students?

Disaster, Youth, Research Topic

07 September 2020 8,789 9 View

Can I ask for your suggestions in freeze-drying PCR/LAMP mixes?

We have a project on development of a dry loop mediated isothermal amplification (LAMP)-based kit for detection of plant viruses on field site. One of the challenges in this project is the...

06 September 2020 8,531 4 View

How much is a paper publication in IEEE non-open journal?

Hello, I was wondering how much it cost to publish in an IEEE journal that is non-open access. Is there a direct answer to this? If also, can anyone suggest a good journal with a decent Impact...

15 July 2020 2,885 8 View

CNN papers using Random Search Algorithms?

Hi, I'am looking for good papers that applied Random Search to optimize their hyper-parameters for CNN. Thank you!

09 March 2020 2,097 3 View

How to edit the single phase UDF for a multiphase case?

In the first case (single phase case) liquid enters the tube and absorbs heat energy which is produced by the solid region. There is no phase change happening here. The following UDF is used to...

07 January 2020 5,829 1 View

Can anyone give me some tips in publishing my research in Scopus indexed journals?

Looking for ways to how I can somehow get my work published on Scopus indexed journals? Here are some of my works. I'm planning to conduct new experiments and improve my writing. I want to...

17 December 2019 713 6 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

Sakib Shahriar

Refer to the following research, they used camera traps data to identify species using CNN and transfer learning:

Article Identifying Animal Species in Camera Trap Images using Deep ...

Francis Jesmar Perez Montalbo

Sakib Shahriar thank you my friend! This is an interesting read! Hope we can do some research work as well.

Ethan G. Armstrong

You're in luck! Kaggle is currently hosting a competition that I think is related to the article Sabik shared above. The purpose of the competition is to classify animals in camera trap images! Here's the link to the data and more details:

https://www.kaggle.com/c/iwildcam-2020-fgvc7

Ethan G. Armstrong hey my friend thank you!!! The data is so large!! My machine might not be able to use that amount of data. May have to down size it big time or just use the partial part of it.

Francis Jesmar Perez Montalbo happy to help! Keep me updated on your progress it's an interest of mine as well!