Deep Learning

Detection Studio

Detection Studio

Set of tools to evaluate object detection neural networks models over the common object detection datasets.

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Object Detector

Object Detector

Easily window which simultaneously shows on real-time the image captured from a webcam or video …

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Neural FPGA

Neural FPGA

Custom hardware able to do inference over generic neural networks using only open source tools.

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Behavior Studio

Behavior Studio

Different types of neural networks that allow learning behavior

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DeepLearning Projects

Pretrained network models.

Challenges

Adding support for segmentation, more datasets and more DL frameworks.

The goal of this project is to expand the supported datasets (ImageNet, COCO…) and expand the neural frameworks (Keras, TensorFlow, Caffe…). In addition several detection architectures should be trained and compared with the new release of the tool.

The expected result is a new release of DetectionStudio tool extending the existing functionality for objection but also for two new deep learning problems: classification and segmentation including new statistics for each of them.