Questions tagged [deep-learning]

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Is there a good program/method to use personalized deep learning object detection models to locate objects on image orthomosaics?

For some graduate work, I am collecting data and using it to train AI object detection models (such as Faster R-CNNs, EfficientDet series, and others that can be found on the Tensorflow 2 Detection ...
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Which AWS service or instance should I choose for Deep Learning taks? or Any other Azure/ Google. (My data is in AWS)

I am working on retraining the already trained ResNet with Siamese Network with Triplet Loss and those who don't know, it is very high memory + resource intensive task. So I want to know which service ...
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I looking for a software package for dubbing with source voices

I'm looking for a software package for dubbing a movie. I have part 1 of the movie done by letting al the voiceovers speak every sentence in. Now we have part 2 finished but would like to dubb the ...
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Framework/Tool for real-time inference with large input flow using Tensorflow

I'm working on a part of a project, that detects fraud from sensors' data using deep learning. Current steps are: Receiving sensors' data (I'm currently receiving data from Kafka). Predicting ...
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NewSQL Database with remote read functionality

I am trying to perform deep learning on very large datasets which have to be stored in a NewSQL database because it has to be distributed. However, for the training process, I currently import the ...
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34 views

Possible algorithms or libraries for training for text similarity and matching

I have a big database that contains two table CLIENT_DESCRIPTION and REPORTER_DESCRIPTIPN. This database is for a study on how people answer a specific question How do you describe your experience ...
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Extracting pieces of information from faces

I need to extract person features from photos. Features that I care about: sex race age hair color* eye color* (Features with * is nice to have but it's not necessary)
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Data treatment of PDF files data for implement skills training?

A software that perform a text and process mining in generating definitions of terms and word to vec graphs, indexes, diagrams, automated generated reviews, map of synonyms, list of possible anagrams ...
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1answer
41 views

Prebuilt ubuntu setup for deep learning

I want to work on deep learning and computer vision in linux, say ubuntu. I know there are prebuilt images in AWS, Azure for this purpose. But I want to install it on my PC to VirtualBox or to hard ...
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Is there any alternative to Tensorflow in Python which requires less storage space?

I've been trying to reduce the storage space needed to operate my company's wake-word detector such that it could fit into Raspberry Pi 3. The wake-word detector is using Mycroft Precise to automate ...
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C++ for Deep Learning

I am working about a project in Deep learning, it's about images classification but the problem is I should work with C++ and I don't have any idea about what libraries or software should I choose to ...
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15 views

Automatic recognizing of the proprietary files type

I would like have sw/utility/library, what is able to recognize file structures of uknown (proprietary or not so usual) file types. So I have bunch of files of some proprietary file type (some ...
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59 views

Tool that generates a mindmap for a given text

Hey I am looking at a tool or software(open source preferred) that does provide me a mindmap of any text provided I don't have any preferences for the language. For example, I would like to pass a ...
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9 views

Reproduce network architectures with Java from a trained keras .h5 model

I’m trying to open an already trained model from Keras (python) with Java and use it to analyze new images. My model is saved in HDF5 format which contains the architecture of the network as a .json ...
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2answers
71 views

Image Labelling Application for Deep Learning

I'm looking for some offline software that can be used for labelling many images with rectangular bounding boxes for the purposes of object detection. It needs to be able to import pre-generated ...
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OCR Deep Learning Software

I have a question about a possible software solution for a problem. I work in a very busy psychiatric private practice that handles large amounts of paperwork. We would like to create a more efficient ...
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Library for deep learning on images with multiple GPUs

There are many libraries available for deep learning these days: Keras (A wrapper around Tensorflow, CNTK, and Theano) TensorFlow (from Google) CNTK (from Microsoft) Theano (discontinued late 2017) ...