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yannick947's Projects

efficientdet icon efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

flipperserver icon flipperserver

Server to host a flipper game for handling game functionality and connection to mobile devices.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow. Improved for 3D instance segmentation and additional evaluation options.

pcds_detected icon pcds_detected

The pcds dataset detected by RetinaNet and reduced to size 750x80 per video for x- and y-axis of former video

pcds_images icon pcds_images

Images of persons passing a bus entrance, extracted from the pcds dataset (https://github.com/shijieS/people-counting-dataset) by the authors Sun, ShiJie and Akhtar, Naveed and Song, HuanSheng and Zhang, ChaoYang and Li, JianXin and Mian, Ajmal. The work can only be used under the same license (Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License) of the original dataset.

person_counting icon person_counting

This repository aims to train a convolutional-recurrent neural network to count persons in videos. The algorithm is trained by using the pcds dataset to count persons passing a bus entrance.

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