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jerven's Projects

bonnet icon bonnet

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

crossdomainimagematching icon crossdomainimagematching

Images of same objects across different visual domains like sketches, paintings, photographs in varied environment, tend to show large difference at raw pixel level.This makes it difficult to match such images. We propose a simple and efficient method to compute cross domain image similarity by utilizing standard object detection framework to find relative importance of features. These weighted features are then used to find image matches, based on visual and contextual similarity. For robust experimentation analysis, we test our approach on UFU-DDD[6], PASCALVOC[ 18], INRIA Holidays[19], Random Flickr images[20] and Sketchy datasets[21].

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

dp_course_ugent icon dp_course_ugent

mainly used in the remote sensing data application like IndianPines classification

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