Questions tagged [software-evaluation]

Use for objective evaluations and assessments of API, plug-ins, frameworks, etc. (i.e. should not be opinion based for formal answers, but based on structure, architecture, and validated performance.) Opinions may be suitable for comments, but not for formal answers.

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35
votes
1answer
19k views

Which library would you recommend to begin with deep learning?

Which library (TensorFlow or Keras) would you recommend for a first approach to deep learning? I'm a neuroscience student trying for the first time computational approaches, if that matters.
9
votes
3answers
786 views

Specific requirements of the Turing Test

What are the specific requirements of the Turing Test? What requirements if any must the evaluator fulfill in order to be qualified to give the test? Must there always be two participants in the ...
5
votes
4answers
3k views

Freely Available Graphical User Interface for training a network on a dataset

Which freely available code/ software is the fastest way to train and test data on? I'm looking for a GUI software/code that let me test data-sets without investing too much time in coding. I found ...
4
votes
4answers
2k views

Is a switch from Java to Python worth it?

I am a university student taking an Artificial Intelligence class this semester. Our professor's programming language of choice is Java, but it seems that perhaps with some nudging, he can change it ...
4
votes
1answer
676 views

How well can CNN for bounding box detection generalise?

Suppose a CNN is trained to detect bounding box of a certain type of object (people/cars/houses/etc.) If each image in the training set contains just one object (and its corresponding bounding box,) ...
4
votes
1answer
151 views

Framework for Joining Multiple Modular Artificial Neural Networks

I'm looking for an industry standard framework for joining multiple neural networks in a modular way. Assume we have two or more neural networks trained to perform certain tasks. By feeding the ...
4
votes
1answer
78 views

AI method for evaluating user performance based on audio pitch re: public speaking

First I will clarify the context, I have to learn new technologies for my bachelor thesis. I am making a mobile application similar to Flappy Bird, except it's voice controlled. The idea is to have ...
4
votes
1answer
103 views

Why is the status of artificial life software so under-developed?

I'm interested in self replicating artificial life (with many agents), so after reviewing the literature with the excellent Kinematic Self-Replicating Machines I started looking for software ...
3
votes
4answers
2k views

Is there something like OpenCV for voice recognition & NLP?

As you know OpenCV is a big great open-source library for image recognition and machine vision(and may further purposes like computer graphics, etc). Is there similar library in sound field(Voice ...
3
votes
1answer
105 views

Are there independent evaluations of various major AI platforms?

Has anyone had a chance to tinker with multiple major AI platforms such as TensorFlow, Cognitive Talk, Quill etc... What are the strengths and weaknesses of different AI platforms? Comprehensive ...
3
votes
1answer
855 views

speech recognition software implementation by open source API

I am making my speech recognition project for PC (working on Windows 8) and am new in this area. The project should have basic functionality like dictation with accuracy in email, notepad, etc., and ...
2
votes
1answer
49 views

How to evaluate an RL algorithm when used in a game?

Very new to the world of ML and looking for some pointers. I'm planning to create a web-based RL board game and wondered how I would evaluate the performance of the RL part of the application? How ...
2
votes
1answer
95 views

Is Windows a bad choice for DRL?

I'm looking into using PPO implementations like OpenAi's SpinningUp and Baselines. However, I fear that these implementations require packages which are not available for Windows. So I'm wondering if ...
2
votes
1answer
141 views

Is there any opensource 2d open-world simulation with python API?

For my pet project I’m looking for a grid-like world simulation with some kind of resources that requires from agent incrementally intelligent behaviour to survive. Something like this steam game, ...
2
votes
1answer
43 views

Recent Python Packages for Random Search Optimization

Which python packages do you recommend on random search optimization to use? Is there any recent and good one (better than the one in Sci-kit)?
2
votes
1answer
1k views

Which AI tools can be used for food recognition?

I'm working in a company that opens restaurants in enterprises. Every day at lunch, we want our clients to be able to scan their trays, sothat the food is detected automatically thanks to AI / image ...
2
votes
1answer
63 views

What kind of hardware and software are required to build an AI system? [closed]

What kind of hardware (processor, memory, graphics card, etc.) and software are required to build an AI system? How do we go about linking each and every one of them to their proper place and function?...
2
votes
0answers
135 views

What are the differences between Deepfakes, FaceSwap and Face2Face?

I've compared videos manipulated with three different automated face manipulation methods: Deepfakes, Face2Face, and FaceSwap. Surprisingly, I found the output videos quite different: Deepfakes and ...
2
votes
0answers
62 views

Can someone suggest me a platform to develop a mental health mobile app for Android and/or iOS using AI? [duplicate]

I am a computer science student and my task is to develop a mobile app for Android and/ or IOS using Artificial Intelligence, designed to help people reduce/ combat depression.Regarding the ...
1
vote
1answer
46 views

Any library recommended for recognizing squares in an image?

What do you recommend for recognizing squares in an image? The data needed to know is: Identify concrete squares. Identify the pixel coordinates of (the edges of) the squares in the image. A couple ...
1
vote
2answers
75 views

Classifying non-labeled data with high dimensionality

Disclaimer: I am a novice in the world of machine learning, so please excuse my ignorance. My dataset consists of things like age, days since last visit, etc. This information is medical related. ...
1
vote
2answers
92 views

Which library / algorithm should I use to recognise a specific facial expression (C#)

I have a friend who, after having a stroke, now has locked-in syndrome who and can now only move his eyes and eyelids. I've been working on some C# software (written in Unity3D) to help him to ...
1
vote
1answer
702 views

Intel Movidius Neural Stick vs TensorFlow

I wanted to start developing a project with image recognition. I want to know the difference between the Intel Movidius Neural Compute Stick and TensorFlow to develop this project Any help would ...
1
vote
1answer
44 views

Building 'evaluation' neural networks for go, reversi, checkers etc, how to train?

I'm trying to build neural networks for games like Go, Reversi, Othello, Checkers, or even tic-tac-toe, not by calculating a move, but by making them evaluate a position. The input is any board ...
1
vote
3answers
63 views

Choosing an instance in AWS or GCP for training a CNN

I'm new to the whole world of AI and neural networks, and I'm looking to get started with training a CNN on a cloud service like AWS or GCP but I'm totally overwhelmed by the choices for VM instances. ...
1
vote
1answer
19 views

How can I evaluate the performance of a system that generates text?

I am preparing to perform research comparing the performance of two different systems that probabilistically generate the next word of an input sentence. For example, given the word 'the', a system ...
1
vote
0answers
30 views

Can existing cognitive services be used for name and gender recognition in a story?

Can I use any of the existing cognitive services from Microsoft, IBM or AWS to recognize the name and gender of characters (actors) from a story (novel) book (written in plain text or pdf format)?
1
vote
0answers
19 views

How to calculate constraint check in nqueen of AIMA CSP?

I am testing aima csp of java code and I want to know how the constraint check of these problems described in AIMA book is got.
1
vote
0answers
26 views

Difference in trained models between GCP's Google Vision and Firebase's ML kit?

Anyone here know if the image-recognition/text-recognition/etc features of Google Vision API use the same trained models as the image-recognition/text-recognition/etc of Firebase's ML kit? If they don'...
1
vote
0answers
24 views

Commercial API Q: is there an api for converting vision tags into a caption?

There are many machine learning api for scanning images but they just return a bunch of tags. https://azure.microsoft.com/en-gb/services/cognitive-services/computer-vision/ ...
0
votes
1answer
59 views

When are compiled vs. interpreted languages more optimal in AI?

When are interpreted languages more optimal? When are compiled languages more optimal? What are the qualities and functions that render the so in relation to various AI methods?
0
votes
3answers
87 views

Can someone suggest me a platform to develop a mental health mobile app for Android and/or iOS using AI?

I am a computer science student and my task is to develop a mobile app for Android and/ or IOS using Artificial Intelligence, designed to help people reduce/ combat depression.Regarding the ...
0
votes
2answers
80 views

How can I implement a GAN network for text (review) generation?

How can I implement a GAN network for text (review) generation? Please, can someone guide me to resource (code) to help in text generation?
0
votes
1answer
32 views

I need a completely hand and eye free software

I need a phone or device I can talk to as if I had no hands or sight. I need to be able to tell my phone to read my text, "tell me who called me in the last hour (or whatever)" then it tells me who ...
0
votes
0answers
15 views

Creating new images from existing images [closed]

Are there any tools online that can help generate new images from existing images? These new images would be flips, rotations, translations, etc. of the original image.
0
votes
0answers
22 views

Methods for automated insertion of emojis into text?

I want to build a deep learning algorithm that places emojis in a extended tracts of text. The intent is to choose emojis related to the meaning of the text. Where should I start? I've read that ...
0
votes
0answers
47 views

Few doubts regarding facial recognition

What are some famous algorithms that i can apply to develop a face recognition software to achieve more than 95% accuracy .What are some good sources related to this. I have basic knowledge related ...
0
votes
2answers
103 views

Content analysis tools

We want to figure out the connection between people, based on their speech. Assume, that a conversation is a poetry with lines belongs to characters. There are a lot of poetries and the lines are ...
-1
votes
1answer
71 views

Tools to Create an Electronic Assistant?

I am new to AI programming and was wondering what are some good tools to begin creating an electronic assistant (similar to OK Google or siri) I do know JAVA, but I don't know how helpful that would ...
-2
votes
1answer
102 views

Design ads and posters with Machine Learning

I would like to write a program that takes a number of elements as input (some images and some strings) and outputs a design (the program places the images and strings on a canvas, but also styles the ...