I am a Machine Learning Engineer with over 5 years of experience in the fields of Machine Learning, Deep Learning and Computer Vision, along with exposure to Robotics. I currently work as a Machine Learning Engineer at avatarin, trying to enhance robots' human-like capabilities using Imitation Learning and Computer Vision.
- Tokyo, Japan
- https://www.linkedin.com/in/abdelrahmangaber/
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tf2-object-detection-api-tutorial
tf2-object-detection-api-tutorial PublicTensorflow 2 Object Detection API Tutorial. This tutorial will take you from installation, to running pre-trained detection model, and training your model with a custom dataset, then exporting it f…
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Pixel-based-Skin-Color-Detection
Pixel-based-Skin-Color-Detection PublicImplementation of the skin detection algorithms in the paper ”A Survey on Pixel-based Skin Color Detection Techniques”, the algorithms including naive Bayes classifier, parametric single Gaussian a…
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Pedestrian-Detection
Pedestrian-Detection PublicEvaluation of state-of-the-art object detection algorithms for the task of pedestrian detection. The algorithms include; Faster-RCNN, RPN+BF, YOLO, and SSD.
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Classification-AutoEncoder
Classification-AutoEncoder PublicThe aim of this project is to train autoencoder, and use the trained weights as initialization to improve classification accuracy with cifar10 dataset.
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autonomous_explore_map_plan
autonomous_explore_map_plan PublicThe final project of Autonomous Robotics of VIBOT program at University of Girona 2017.
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