• caffe-notebook
  • 总体结构
  • 概述
  • 代码结构
  • 组件分析
  • Database
  • SyncedMemory
  • Blob
  • Layer
  • Layer工厂
  • Net
  • Solver
  • Layer分析
  • Layer概述
  • 公共组件
    • Filler
    • DataTransformer
  • 数据读取层
    • BaseDataLayer
    • ImageDataLayer
    • DataLayer
    • HDF5DataLayer
    • HDF5OutputLayer
    • InputLayer
    • WindowDataLayer
    • MemoryDataLayer
    • DummyDataLayer
  • CNN层
    • BaseConvolutionLayer
    • Im2colLayer
    • CropLayer
    • ConvolutionLayer
    • DeconvolutionLayer
    • PoolingLayer
    • SPPLayer
  • RNN层
    • RecurrentLayer
    • RNNLayer
    • LSTMLayer
  • 通用层
    • InnerProductLayer
    • DropoutLayer
    • EmbedLayer
  • 正则化层
    • LRNLayer
    • MVNLayer
    • BatchNormLayer
  • 激活层
    • ReLULayer
    • PReLULayer
    • ELULayer
    • SigmoidLayer
    • TanHLayer
    • AbsValLayer
    • PowerLayer
    • ExpLayer
    • LogLayer
    • BNLLLayer
    • ThresholdLayer
    • BiasLayer
    • ScaleLayer
  • 工具层
    • FlattenLayer
    • ReshapeLayer
    • BatchReindexLayer
    • SplitLayer
    • ConcatLayer
    • SlicingLayer
    • EltwiseLayer
    • FilterLayer
    • ParameterLayer
    • ReductionLayer
    • SilenceLayer
    • ArgMaxLayer
    • SoftmaxLayer
    • PythonLayer
  • Loss层
    • LossLayer
    • MultinomialLogisticLossLayer
    • InfogainLossLayer
    • SoftmaxWithLossLayer
    • EuclideanLossLayer
    • HingeLossLayer
    • SigmoidCrossEntropyLossLayer
    • AccuracyLayer
    • ContrastiveLossLayer
  • Solver分析
  • Solver概述
    • SGD
    • Momentum
    • Nesterov
    • AdaGrad
    • Adadelta
    • RMSProp
    • Adam
    • Adamax
    • Nadam
  • 其他
  • 相关工具使用
  • BLAS库
  • 参考文档
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参考文档

  • homepage:http://caffe.berkeleyvision.org/
  • github:https://github.com/bvlc/caffe
  • caffe api doc:http://caffe.berkeleyvision.org/doxygen/annotated.html
  • caffe模型结果:http://dl.caffe.berkeleyvision.org/
  • model zoo:http://caffe.berkeleyvision.org/model_zoo.html(Official)https://github.com/BVLC/caffe/wiki/Model-Zoo(Community)
  • 物体识别demo:http://demo.caffe.berkeleyvision.org/
  • Scene Recognition 场景识别:http://places.csail.mit.edu/
  • Object Detection 物体检测:https://github.com/rbgirshick/fast-rcnn https://github.com/rbgirshick/py-faster-rcnn
  • Semantic Segmentation:https://github.com/shelhamer/fcn.berkeleyvision.org
  • Long-term Recurrent Convolutional Network(LSTM):http://jeffdonahue.com/lrcn/
  • Deep Visuomotor Control:http://rll.berkeley.edu/gps/
  • Embedded Caffe:https://github.com/BVLC/caffe/tree/opencl https://github.com/sh1r0/caffe-android-demo https://github.com/sh1r0/caffe-android-lib http://www.nvidia.com/object/jetson-tx1-dev-kit.html http://www.nvidia.com/object/jetson-tk1-embedded-dev-kit.html
  • Caffe on Docker:https://github.com/BVLC/caffe/tree/master/docker

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