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Alexander's Projects

bilinear-cnn icon bilinear-cnn

PyTorch implementation of bilinear CNN for fine-grained image recognition

bird_classification icon bird_classification

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

caltech-ucsd-birds icon caltech-ucsd-birds

Tensorflow implementation to classify images of birds from http://www.vision.caltech.edu/visipedia/CUB-200-2011.html using Spatial Pyramid Pooling.

cub200-2011 icon cub200-2011

The collection of 80*80-pixels bird-images from cub200-2011 dataset.

lenet icon lenet

Implement the LeNet using tensorflow to recognize handwritten number. Training with MNIST.

lenet-1 icon lenet-1

Implemented LeNel-5 from scratch using numpy and scipy

lenet-5 icon lenet-5

implement lenet-5 in lecun-98 by python

mask_rcnn icon mask_rcnn

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

models icon models

Models and examples built with TensorFlow

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow- icon tensorflow-

Tensorflow实战学习笔记、代码、机器学习进阶系列

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