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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1answer
52 views

How to evaluate a Deep Q-Network

Good day, it's a pleasure having joined this Stack. In my master thesis I have to expand a Deep Reinforcement Learning Network, to be precise a Deep Q-Network, which is used to control machines in an ...
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1answer
75 views

Are 2 GT 710 graphics cards enough for deep learning? [closed]

I want to do some kind of complicated deep learning (specifically, https://github.com/Sentdex/pygta5/), but I don't have a decent graphics card. I am willing to get 2 gt 710s. Are they enough for this ...
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1answer
99 views

What are the differences between TensorFlow and PyTorch? [closed]

What are the differences between TensorFlow and PyTorch, both in terms of performance and functionality?
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10 views

Can a trained Vid2Vid model be run on AMDs Ryzen 2700x with 32GB of RAM?

I know that training deep neural networks (DNNs) takes a lot of computational resources. This is, of course, just a generalized statement. Different networks require different resources. One that I ...
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2answers
131 views

Tensorflow Lite model vs Tensorflow Model

I have explored edge computation for AI and I came across multiple library or framework which can help to convert model into lite format which is suitable for edge devices. ...
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0answers
23 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 ...
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1answer
80 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 ...
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0answers
173 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 ...
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1answer
74 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?
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1answer
173 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?...
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0answers
31 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)?
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49 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 ...
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1answer
69 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 ...
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0answers
247 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 ...
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1answer
49 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 ...
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2answers
93 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?
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1answer
82 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 ...
2
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1answer
96 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 ...
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3answers
74 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. ...
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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 ...
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3answers
100 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 ...
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1answer
35 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 ...
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1answer
20 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 ...
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2answers
113 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 ...
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1answer
2k 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 ...
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0answers
28 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'...
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1answer
184 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, ...
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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 ...
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2answers
76 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. ...
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1answer
123 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 ...
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4answers
3k views

Is a switch from Java to Python worth it? [closed]

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 ...
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1answer
72 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 ...
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2answers
101 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 ...
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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/ ...
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1answer
713 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 ...
4
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1answer
181 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 ...
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4answers
4k 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
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1answer
918 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 ...
3
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1answer
106 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 ...
36
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1answer
20k views

Which library would you recommend to begin with deep learning? [closed]

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.