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ybdong's Projects

bird_classification icon bird_classification

Fine-grained classification of bird images from Caltech-UCSD Birds-200-2011 dataset

caffe-tea icon caffe-tea

Add new functions in BVLC-Caffe, including center loss, L2 normalization, focal loss, etc.

confusion icon confusion

Training with Confusion for Fine Grained Visual Classification

fine-tune-avg-vgg16 icon fine-tune-avg-vgg16

remove fc layers, replace pool5 with 14x14 average pooling and softmax layer, then fine tune on CUB200

inaturalist icon inaturalist

iNaturalist Challenge at FGVC 2017. Fine-grained classification challenge spanning 5,000 species.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

scheduling-problems icon scheduling-problems

解决调度问题的元启发式算法应用(未完待续...),蚁群算法(ACO)、遗传算法(GA)、粒子群算法(PSO)、模拟退火算法(SA)

tfrecords icon tfrecords

Functions for creating tfrecords for TensorFlow models.

triplet icon triplet

Re-implementation of tripletloss function in FaceNet

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