├── .gitattributes ├── README.md ├── ch1.introduction ├── opencv_test.ipynb ├── tf_test.ipynb └── 开发环境配置文档.docx ├── ch10.目标检测_下 ├── .coveragerc ├── .gitignore ├── .idea │ ├── darkflow.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── .travis.yml ├── LICENSE ├── README.md ├── cfg │ ├── coco.names │ ├── extraction.cfg │ ├── extraction.conv.cfg │ ├── tiny-yolo-4c.cfg │ ├── tiny-yolo-voc.cfg │ ├── tiny-yolo.cfg │ ├── v1.1 │ │ ├── person-bottle.cfg │ │ ├── tiny-coco.cfg │ │ ├── tiny-yolo-4c.cfg │ │ ├── tiny-yolov1.cfg │ │ ├── yolo-coco.cfg │ │ └── yolov1.cfg │ ├── v1 │ │ ├── tiny-old.profile │ │ ├── tiny.profile │ │ ├── yolo-2c.cfg │ │ ├── yolo-4c.cfg │ │ ├── yolo-full.cfg │ │ ├── yolo-small.cfg │ │ ├── yolo-tiny-extract.cfg │ │ ├── yolo-tiny-extract_.cfg │ │ ├── yolo-tiny.cfg │ │ └── yolo-tiny4c.cfg │ ├── yolo-voc.cfg │ └── yolo.cfg ├── darkflow │ ├── __init__.py │ ├── cli.py │ ├── cython_utils │ │ ├── __init__.py │ │ ├── cy_yolo2_findboxes.pyx │ │ ├── cy_yolo_findboxes.pyx │ │ ├── nms.pxd │ │ └── nms.pyx │ ├── dark │ │ ├── __init__.py │ │ ├── connected.py │ │ ├── convolution.py │ │ ├── darknet.py │ │ ├── darkop.py │ │ └── layer.py │ ├── defaults.py │ ├── net │ │ ├── __init__.py │ │ ├── build.py │ │ ├── flow.py │ │ ├── framework.py │ │ ├── help.py │ │ ├── mnist │ │ │ └── run.py │ │ ├── ops │ │ │ ├── __init__.py │ │ │ ├── baseop.py │ │ │ ├── convolution.py │ │ │ └── simple.py │ │ ├── vanilla │ │ │ ├── __init__.py │ │ │ └── train.py │ │ ├── yolo │ │ │ ├── __init__.py │ │ │ ├── data.py │ │ │ ├── misc.py │ │ │ ├── predict.py │ │ │ └── train.py │ │ └── yolov2 │ │ │ ├── __init__.py │ │ │ ├── data.py │ │ │ ├── predict.py │ │ │ └── train.py │ ├── utils │ │ ├── __init__.py │ │ ├── box.py │ │ ├── im_transform.py │ │ ├── loader.py │ │ ├── pascal_voc_clean_xml.py │ │ └── process.py │ └── version.py ├── demo.gif ├── flow ├── preview.png ├── sample_img │ ├── sample_computer.jpg │ ├── sample_dog.jpg │ ├── sample_eagle.jpg │ ├── sample_giraffe.jpg │ ├── sample_horses.jpg │ ├── sample_office.jpg │ ├── sample_person.jpg │ └── sample_scream.jpg ├── setup.py └── test │ ├── requirements-testing.txt │ ├── test_darkflow.py │ └── training │ ├── annotations │ ├── 1.xml │ └── 2.xml │ └── images │ ├── 1.jpg │ └── 2.jpg ├── ch11.通用场景图像分割 ├── DeepLab_TF │ ├── .idea │ │ ├── C6_DeepLab_TF.iml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── .spyproject │ │ ├── codestyle.ini │ │ ├── encoding.ini │ │ ├── vcs.ini │ │ └── workspace.ini │ ├── convert_label.py │ ├── deeplab_resnet │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── image_reader.cpython-35.pyc │ │ │ ├── image_reader.cpython-36.pyc │ │ │ ├── model.cpython-35.pyc │ │ │ ├── model.cpython-36.pyc │ │ │ ├── network.cpython-35.pyc │ │ │ ├── network.cpython-36.pyc │ │ │ ├── utils.cpython-35.pyc │ │ │ └── utils.cpython-36.pyc │ │ ├── image_reader.py │ │ ├── model.py │ │ ├── network.py │ │ └── utils.py │ ├── evaluate.py │ ├── inference.py │ ├── mat2png.py │ ├── output │ │ └── mask.png │ ├── requirements.txt │ ├── train.py │ └── 运行文档.txt └── pydensecrf │ ├── .gitignore │ ├── .idea │ ├── modules.xml │ ├── pydensecrf.iml │ └── workspace.xml │ ├── LICENSE │ ├── MANIFEST.in │ ├── README.md │ ├── examples │ ├── .idea │ │ ├── examples.iml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── Non RGB Example.ipynb │ ├── anno1-b.png │ ├── anno1.png │ ├── anno2.png │ ├── anno3.png │ ├── im1.png │ ├── im2.png │ ├── im3.png │ ├── inference.py │ ├── out1-b.png │ ├── out1.png │ ├── out11.png │ ├── out2.png │ └── out3.png │ ├── pydensecrf │ ├── __init__.py │ ├── densecrf.pxd │ ├── densecrf.pyx │ ├── densecrf │ │ ├── README.txt │ │ ├── external │ │ │ ├── CMakeLists.txt │ │ │ └── liblbfgs │ │ │ │ ├── AUTHORS │ │ │ │ ├── COPYING │ │ │ │ ├── ChangeLog │ │ │ │ ├── INSTALL │ │ │ │ ├── Makefile.am │ │ │ │ ├── Makefile.in │ │ │ │ ├── NEWS │ │ │ │ ├── README │ │ │ │ ├── aclocal.m4 │ │ │ │ ├── autogen.sh │ │ │ │ ├── config.guess │ │ │ │ ├── config.h.in │ │ │ │ ├── config.sub │ │ │ │ ├── configure │ │ │ │ ├── configure.in │ │ │ │ ├── depcomp │ │ │ │ ├── include │ │ │ │ └── lbfgs.h │ │ │ │ ├── install-sh │ │ │ │ ├── lbfgs.sln │ │ │ │ ├── ltmain.sh │ │ │ │ ├── missing │ │ │ │ └── sample │ │ │ │ ├── Makefile.am │ │ │ │ ├── Makefile.in │ │ │ │ ├── sample.c │ │ │ │ ├── sample.cpp │ │ │ │ └── sample.vcxproj │ │ ├── include │ │ │ ├── Eigen │ │ │ │ ├── Array │ │ │ │ ├── CMakeLists.txt │ │ │ │ ├── Cholesky │ │ │ │ ├── CholmodSupport │ │ │ │ ├── Core │ │ │ │ ├── Dense │ │ │ │ ├── Eigen │ │ │ │ ├── Eigen2Support │ │ │ │ ├── Eigenvalues │ │ │ │ ├── Geometry │ │ │ │ ├── Householder │ │ │ │ ├── IterativeLinearSolvers │ │ │ │ ├── Jacobi │ │ │ │ ├── LU │ │ │ │ ├── LeastSquares │ │ │ │ ├── OrderingMethods │ │ │ │ ├── PaStiXSupport │ │ │ │ ├── PardisoSupport │ │ │ │ ├── QR │ │ │ │ ├── QtAlignedMalloc │ │ │ │ ├── SVD │ │ │ │ ├── Sparse │ │ │ │ ├── SparseCholesky │ │ │ │ ├── SparseCore │ │ │ │ ├── StdDeque │ │ │ │ ├── StdList │ │ │ │ ├── StdVector │ │ │ │ ├── SuperLUSupport │ │ │ │ ├── UmfPackSupport │ │ │ │ └── src │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── Cholesky │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── LDLT.h │ │ │ │ │ ├── LLT.h │ │ │ │ │ └── LLT_MKL.h │ │ │ │ │ ├── CholmodSupport │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ └── CholmodSupport.h │ │ │ │ │ ├── Core │ │ │ │ │ ├── Array.h │ │ │ │ │ ├── ArrayBase.h │ │ │ │ │ ├── ArrayWrapper.h │ │ │ │ │ ├── Assign.h │ │ │ │ │ ├── Assign_MKL.h │ │ │ │ │ ├── BandMatrix.h │ │ │ │ │ ├── Block.h │ │ │ │ │ ├── BooleanRedux.h │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── CommaInitializer.h │ │ │ │ │ ├── CwiseBinaryOp.h │ │ │ │ │ ├── CwiseNullaryOp.h │ │ │ │ │ ├── CwiseUnaryOp.h │ │ │ │ │ ├── CwiseUnaryView.h │ │ │ │ │ ├── DenseBase.h │ │ │ │ │ ├── DenseCoeffsBase.h │ │ │ │ │ ├── DenseStorage.h │ │ │ │ │ ├── Diagonal.h │ │ │ │ │ ├── DiagonalMatrix.h │ │ │ │ │ ├── DiagonalProduct.h │ │ │ │ │ ├── Dot.h │ │ │ │ │ ├── EigenBase.h │ │ │ │ │ ├── Flagged.h │ │ │ │ │ ├── ForceAlignedAccess.h │ │ │ │ │ ├── Functors.h │ │ │ │ │ ├── Fuzzy.h │ │ │ │ │ ├── GeneralProduct.h │ │ │ │ │ ├── GenericPacketMath.h │ │ │ │ │ ├── GlobalFunctions.h │ │ │ │ │ ├── IO.h │ │ │ │ │ ├── Map.h │ │ │ │ │ ├── MapBase.h │ │ │ │ │ ├── MathFunctions.h │ │ │ │ │ ├── Matrix.h │ │ │ │ │ ├── MatrixBase.h │ │ │ │ │ ├── NestByValue.h │ │ │ │ │ ├── NoAlias.h │ │ │ │ │ ├── NumTraits.h │ │ │ │ │ ├── PermutationMatrix.h │ │ │ │ │ ├── PlainObjectBase.h │ │ │ │ │ ├── Product.h │ │ │ │ │ ├── ProductBase.h │ │ │ │ │ ├── Random.h │ │ │ │ │ ├── Redux.h │ │ │ │ │ ├── Replicate.h │ │ │ │ │ ├── ReturnByValue.h │ │ │ │ │ ├── Reverse.h │ │ │ │ │ ├── Select.h │ │ │ │ │ ├── SelfAdjointView.h │ │ │ │ │ ├── SelfCwiseBinaryOp.h │ │ │ │ │ ├── SolveTriangular.h │ │ │ │ │ ├── StableNorm.h │ │ │ │ │ ├── Stride.h │ │ │ │ │ ├── Swap.h │ │ │ │ │ ├── Transpose.h │ │ │ │ │ ├── Transpositions.h │ │ │ │ │ ├── TriangularMatrix.h │ │ │ │ │ ├── VectorBlock.h │ │ │ │ │ ├── VectorwiseOp.h │ │ │ │ │ ├── Visitor.h │ │ │ │ │ ├── arch │ │ │ │ │ │ ├── AltiVec │ │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ │ ├── Complex.h │ │ │ │ │ │ │ └── PacketMath.h │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ ├── Default │ │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ │ └── Settings.h │ │ │ │ │ │ ├── NEON │ │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ │ ├── Complex.h │ │ │ │ │ │ │ └── PacketMath.h │ │ │ │ │ │ └── SSE │ │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ │ ├── Complex.h │ │ │ │ │ │ │ ├── MathFunctions.h │ │ │ │ │ │ │ └── PacketMath.h │ │ │ │ │ ├── products │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ ├── CoeffBasedProduct.h │ │ │ │ │ │ ├── GeneralBlockPanelKernel.h │ │ │ │ │ │ ├── GeneralMatrixMatrix.h │ │ │ │ │ │ ├── GeneralMatrixMatrixTriangular.h │ │ │ │ │ │ ├── GeneralMatrixMatrixTriangular_MKL.h │ │ │ │ │ │ ├── GeneralMatrixMatrix_MKL.h │ │ │ │ │ │ ├── GeneralMatrixVector.h │ │ │ │ │ │ ├── GeneralMatrixVector_MKL.h │ │ │ │ │ │ ├── Parallelizer.h │ │ │ │ │ │ ├── SelfadjointMatrixMatrix.h │ │ │ │ │ │ ├── SelfadjointMatrixMatrix_MKL.h │ │ │ │ │ │ ├── SelfadjointMatrixVector.h │ │ │ │ │ │ ├── SelfadjointMatrixVector_MKL.h │ │ │ │ │ │ ├── SelfadjointProduct.h │ │ │ │ │ │ ├── SelfadjointRank2Update.h │ │ │ │ │ │ ├── TriangularMatrixMatrix.h │ │ │ │ │ │ ├── TriangularMatrixMatrix_MKL.h │ │ │ │ │ │ ├── TriangularMatrixVector.h │ │ │ │ │ │ ├── TriangularMatrixVector_MKL.h │ │ │ │ │ │ ├── TriangularSolverMatrix.h │ │ │ │ │ │ ├── TriangularSolverMatrix_MKL.h │ │ │ │ │ │ └── TriangularSolverVector.h │ │ │ │ │ └── util │ │ │ │ │ │ ├── BlasUtil.h │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ ├── Constants.h │ │ │ │ │ │ ├── DisableStupidWarnings.h │ │ │ │ │ │ ├── ForwardDeclarations.h │ │ │ │ │ │ ├── MKL_support.h │ │ │ │ │ │ ├── Macros.h │ │ │ │ │ │ ├── Memory.h │ │ │ │ │ │ ├── Meta.h │ │ │ │ │ │ ├── NonMPL2.h │ │ │ │ │ │ ├── ReenableStupidWarnings.h │ │ │ │ │ │ ├── StaticAssert.h │ │ │ │ │ │ └── XprHelper.h │ │ │ │ │ ├── Eigen2Support │ │ │ │ │ ├── Block.h │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── Cwise.h │ │ │ │ │ ├── CwiseOperators.h │ │ │ │ │ ├── Geometry │ │ │ │ │ │ ├── AlignedBox.h │ │ │ │ │ │ ├── All.h │ │ │ │ │ │ ├── AngleAxis.h │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ ├── Hyperplane.h │ │ │ │ │ │ ├── ParametrizedLine.h │ │ │ │ │ │ ├── Quaternion.h │ │ │ │ │ │ ├── Rotation2D.h │ │ │ │ │ │ ├── RotationBase.h │ │ │ │ │ │ ├── Scaling.h │ │ │ │ │ │ ├── Transform.h │ │ │ │ │ │ └── Translation.h │ │ │ │ │ ├── LU.h │ │ │ │ │ ├── Lazy.h │ │ │ │ │ ├── LeastSquares.h │ │ │ │ │ ├── Macros.h │ │ │ │ │ ├── MathFunctions.h │ │ │ │ │ ├── Memory.h │ │ │ │ │ ├── Meta.h │ │ │ │ │ ├── Minor.h │ │ │ │ │ ├── QR.h │ │ │ │ │ ├── SVD.h │ │ │ │ │ ├── TriangularSolver.h │ │ │ │ │ └── VectorBlock.h │ │ │ │ │ ├── Eigenvalues │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── ComplexEigenSolver.h │ │ │ │ │ ├── ComplexSchur.h │ │ │ │ │ ├── ComplexSchur_MKL.h │ │ │ │ │ ├── EigenSolver.h │ │ │ │ │ ├── GeneralizedSelfAdjointEigenSolver.h │ │ │ │ │ ├── HessenbergDecomposition.h │ │ │ │ │ ├── MatrixBaseEigenvalues.h │ │ │ │ │ ├── RealSchur.h │ │ │ │ │ ├── RealSchur_MKL.h │ │ │ │ │ ├── SelfAdjointEigenSolver.h │ │ │ │ │ ├── SelfAdjointEigenSolver_MKL.h │ │ │ │ │ └── Tridiagonalization.h │ │ │ │ │ ├── Geometry │ │ │ │ │ ├── AlignedBox.h │ │ │ │ │ ├── AngleAxis.h │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── EulerAngles.h │ │ │ │ │ ├── Homogeneous.h │ │ │ │ │ ├── Hyperplane.h │ │ │ │ │ ├── OrthoMethods.h │ │ │ │ │ ├── ParametrizedLine.h │ │ │ │ │ ├── Quaternion.h │ │ │ │ │ ├── Rotation2D.h │ │ │ │ │ ├── RotationBase.h │ │ │ │ │ ├── Scaling.h │ │ │ │ │ ├── Transform.h │ │ │ │ │ ├── Translation.h │ │ │ │ │ ├── Umeyama.h │ │ │ │ │ └── arch │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ └── Geometry_SSE.h │ │ │ │ │ ├── Householder │ │ │ │ │ ├── BlockHouseholder.h │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── Householder.h │ │ │ │ │ └── HouseholderSequence.h │ │ │ │ │ ├── IterativeLinearSolvers │ │ │ │ │ ├── BasicPreconditioners.h │ │ │ │ │ ├── BiCGSTAB.h │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── ConjugateGradient.h │ │ │ │ │ ├── IncompleteLUT.h │ │ │ │ │ └── IterativeSolverBase.h │ │ │ │ │ ├── Jacobi │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ └── Jacobi.h │ │ │ │ │ ├── LU │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── Determinant.h │ │ │ │ │ ├── FullPivLU.h │ │ │ │ │ ├── Inverse.h │ │ │ │ │ ├── PartialPivLU.h │ │ │ │ │ ├── PartialPivLU_MKL.h │ │ │ │ │ └── arch │ │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ │ └── Inverse_SSE.h │ │ │ │ │ ├── OrderingMethods │ │ │ │ │ ├── Amd.h │ │ │ │ │ └── CMakeLists.txt │ │ │ │ │ ├── PaStiXSupport │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ └── PaStiXSupport.h │ │ │ │ │ ├── PardisoSupport │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ └── PardisoSupport.h │ │ │ │ │ ├── QR │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── ColPivHouseholderQR.h │ │ │ │ │ ├── ColPivHouseholderQR_MKL.h │ │ │ │ │ ├── FullPivHouseholderQR.h │ │ │ │ │ ├── HouseholderQR.h │ │ │ │ │ └── HouseholderQR_MKL.h │ │ │ │ │ ├── SVD │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── JacobiSVD.h │ │ │ │ │ ├── JacobiSVD_MKL.h │ │ │ │ │ └── UpperBidiagonalization.h │ │ │ │ │ ├── SparseCholesky │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ └── SimplicialCholesky.h │ │ │ │ │ ├── SparseCore │ │ │ │ │ ├── AmbiVector.h │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── CompressedStorage.h │ │ │ │ │ ├── ConservativeSparseSparseProduct.h │ │ │ │ │ ├── CoreIterators.h │ │ │ │ │ ├── MappedSparseMatrix.h │ │ │ │ │ ├── SparseAssign.h │ │ │ │ │ ├── SparseBlock.h │ │ │ │ │ ├── SparseCwiseBinaryOp.h │ │ │ │ │ ├── SparseCwiseUnaryOp.h │ │ │ │ │ ├── SparseDenseProduct.h │ │ │ │ │ ├── SparseDiagonalProduct.h │ │ │ │ │ ├── SparseDot.h │ │ │ │ │ ├── SparseFuzzy.h │ │ │ │ │ ├── SparseMatrix.h │ │ │ │ │ ├── SparseMatrixBase.h │ │ │ │ │ ├── SparsePermutation.h │ │ │ │ │ ├── SparseProduct.h │ │ │ │ │ ├── SparseRedux.h │ │ │ │ │ ├── SparseSelfAdjointView.h │ │ │ │ │ ├── SparseSparseProductWithPruning.h │ │ │ │ │ ├── SparseTranspose.h │ │ │ │ │ ├── SparseTriangularView.h │ │ │ │ │ ├── SparseUtil.h │ │ │ │ │ ├── SparseVector.h │ │ │ │ │ ├── SparseView.h │ │ │ │ │ └── TriangularSolver.h │ │ │ │ │ ├── StlSupport │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── StdDeque.h │ │ │ │ │ ├── StdList.h │ │ │ │ │ ├── StdVector.h │ │ │ │ │ └── details.h │ │ │ │ │ ├── SuperLUSupport │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ └── SuperLUSupport.h │ │ │ │ │ ├── UmfPackSupport │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ └── UmfPackSupport.h │ │ │ │ │ ├── misc │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── Image.h │ │ │ │ │ ├── Kernel.h │ │ │ │ │ ├── Solve.h │ │ │ │ │ ├── SparseSolve.h │ │ │ │ │ └── blas.h │ │ │ │ │ └── plugins │ │ │ │ │ ├── ArrayCwiseBinaryOps.h │ │ │ │ │ ├── ArrayCwiseUnaryOps.h │ │ │ │ │ ├── BlockMethods.h │ │ │ │ │ ├── CMakeLists.txt │ │ │ │ │ ├── CommonCwiseBinaryOps.h │ │ │ │ │ ├── CommonCwiseUnaryOps.h │ │ │ │ │ ├── MatrixCwiseBinaryOps.h │ │ │ │ │ └── MatrixCwiseUnaryOps.h │ │ │ ├── densecrf.h │ │ │ ├── labelcompatibility.h │ │ │ ├── objective.h │ │ │ ├── optimization.h │ │ │ ├── pairwise.h │ │ │ ├── permutohedral.h │ │ │ └── unary.h │ │ └── src │ │ │ ├── CMakeLists.txt │ │ │ ├── densecrf.cpp │ │ │ ├── labelcompatibility.cpp │ │ │ ├── objective.cpp │ │ │ ├── optimization.cpp │ │ │ ├── pairwise.cpp │ │ │ ├── permutohedral.cpp │ │ │ ├── unary.cpp │ │ │ ├── util.cpp │ │ │ └── util.h │ ├── eigen.pxd │ ├── eigen.pyx │ ├── eigen_impl.cpp │ ├── tests │ │ ├── test_dcrf.py │ │ └── test_eigen.py │ └── utils.py │ ├── setup.py │ └── tests │ ├── issue26.py │ ├── issue26_problem.png │ ├── issue26_solution.png │ ├── issue29.py │ └── test_utils.py ├── ch12.医疗影像分割 └── promise12_seg_201808 │ ├── .idea │ ├── dictionaries │ │ └── Administrator.xml │ ├── encodings.xml │ ├── misc.xml │ ├── modules.xml │ ├── promise12_segmentation.iml │ └── workspace.xml │ ├── codes │ ├── .idea │ │ ├── codes.iml │ │ ├── dictionaries │ │ │ └── Administrator.xml │ │ ├── encodings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── __pycache__ │ │ ├── augmenters.cpython-36.pyc │ │ ├── metrics.cpython-36.pyc │ │ ├── models.cpython-36.pyc │ │ └── train.cpython-36.pyc │ ├── augmenters.py │ ├── metrics.py │ ├── models.py │ ├── test.bak │ ├── test.py │ └── train.py │ ├── images │ ├── best_predictions.png │ ├── schematic.png │ └── worst_predictions.png │ ├── project_summary.pdf │ └── readme.md ├── ch13.图像描述 ├── RNN_test.py └── showandtell │ ├── __pycache__ │ ├── configuration.cpython-35.pyc │ ├── configuration.cpython-36.pyc │ ├── inference_wrapper.cpython-35.pyc │ ├── inference_wrapper.cpython-36.pyc │ ├── show_and_tell_model.cpython-35.pyc │ └── show_and_tell_model.cpython-36.pyc │ ├── configuration.py │ ├── data │ ├── build_mscoco_data.py │ ├── inception_v3 │ │ └── download.txt │ ├── install_nltk_data.py │ └── mscoco │ │ ├── download.txt │ │ └── raw-data │ │ ├── annotations │ │ └── download.txt │ │ └── word_counts.txt │ ├── evaluate.py │ ├── inference_utils │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── caption_generator.cpython-35.pyc │ │ ├── caption_generator.cpython-36.pyc │ │ ├── inference_wrapper_base.cpython-35.pyc │ │ ├── inference_wrapper_base.cpython-36.pyc │ │ ├── vocabulary.cpython-35.pyc │ │ └── vocabulary.cpython-36.pyc │ ├── caption_generator.py │ ├── caption_generator_test.py │ ├── inference_wrapper_base.py │ └── vocabulary.py │ ├── inference_wrapper.py │ ├── ops │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── image_embedding.cpython-35.pyc │ │ ├── image_embedding.cpython-36.pyc │ │ ├── image_processing.cpython-35.pyc │ │ ├── image_processing.cpython-36.pyc │ │ ├── inputs.cpython-35.pyc │ │ └── inputs.cpython-36.pyc │ ├── image_embedding.py │ ├── image_processing.py │ └── inputs.py │ ├── run_inference.py │ ├── show_and_tell_model.py │ ├── train.py │ └── 运行文档 .docx ├── ch14.图像生成 ├── 14：代码GAN │ ├── .idea │ │ ├── GAN-master.iml │ │ ├── dictionaries │ │ │ └── Administrator.xml │ │ ├── encodings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── Datas │ │ └── mnist │ │ │ ├── t10k-images-idx3-ubyte.gz │ │ │ ├── t10k-labels-idx1-ubyte.gz │ │ │ ├── train-images-idx3-ubyte.gz │ │ │ └── train-labels-idx1-ubyte.gz │ ├── README.md │ ├── README │ │ ├── images │ │ │ ├── cgan.png │ │ │ ├── gan.png │ │ │ ├── infogan1.png │ │ │ └── infogan2.png │ │ └── results │ │ │ ├── cgan_mlp.png │ │ │ └── face3D_dcgan.png │ ├── Samples │ │ ├── mnist_cgan_classifier │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 003_3.png │ │ │ ├── 004_4.png │ │ │ ├── 005_5.png │ │ │ ├── 006_6.png │ │ │ ├── 007_7.png │ │ │ ├── 008_8.png │ │ │ ├── 009_9.png │ │ │ ├── 010_0.png │ │ │ ├── 011_1.png │ │ │ ├── 012_2.png │ │ │ ├── 013_3.png │ │ │ └── 348_8.png │ │ ├── mnist_cgan_conv │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 005_5.png │ │ │ ├── 008_8.png │ │ │ ├── 039_9.png │ │ │ └── 043_3.png │ │ ├── mnist_cgan_mlp │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 003_3.png │ │ │ ├── 036_6.png │ │ │ ├── 060_0.png │ │ │ ├── 061_1.png │ │ │ ├── 062_2.png │ │ │ ├── 063_3.png │ │ │ ├── 064_4.png │ │ │ ├── 065_5.png │ │ │ ├── 066_6.png │ │ │ ├── 067_7.png │ │ │ ├── 068_8.png │ │ │ └── 069_9.png │ │ ├── mnist_cgan_wgan_classifier │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 003_3.png │ │ │ ├── 027_7.png │ │ │ ├── 028_8.png │ │ │ ├── 029_9.png │ │ │ └── 030_0.png │ │ ├── mnist_dcgan │ │ │ ├── 000.png │ │ │ ├── 001.png │ │ │ ├── 002.png │ │ │ ├── 025.png │ │ │ └── 028.png │ │ ├── mnist_infogan_conv │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 003_3.png │ │ │ ├── 084_4.png │ │ │ ├── 085_5.png │ │ │ ├── 086_6.png │ │ │ ├── 087_7.png │ │ │ ├── 088_8.png │ │ │ ├── 089_9.png │ │ │ ├── 090_0.png │ │ │ ├── 091_1.png │ │ │ ├── 092_2.png │ │ │ ├── 093_3.png │ │ │ ├── 094_4.png │ │ │ └── 095_5.png │ │ ├── mnist_infogan_conv_without_share │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 003_3.png │ │ │ ├── 048_8.png │ │ │ ├── 049_9.png │ │ │ ├── 050_0.png │ │ │ ├── 051_1.png │ │ │ ├── 052_2.png │ │ │ ├── 054_4.png │ │ │ ├── 055_5.png │ │ │ └── 058_8.png │ │ ├── mnist_infogan_mlp │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 003_3.png │ │ │ ├── 380_0.png │ │ │ ├── 381_1.png │ │ │ ├── 382_2.png │ │ │ ├── 383_3.png │ │ │ ├── 404_4.png │ │ │ ├── 405_5.png │ │ │ ├── 406_6.png │ │ │ ├── 407_7.png │ │ │ ├── 408_8.png │ │ │ └── 409_9.png │ │ ├── mnist_infogan_mlp_without_share │ │ │ ├── 000_0.png │ │ │ ├── 001_1.png │ │ │ ├── 002_2.png │ │ │ ├── 003_3.png │ │ │ ├── 150_0.png │ │ │ ├── 151_1.png │ │ │ ├── 152_2.png │ │ │ ├── 153_3.png │ │ │ ├── 154_4.png │ │ │ ├── 155_5.png │ │ │ ├── 156_6.png │ │ │ ├── 157_7.png │ │ │ ├── 158_8.png │ │ │ └── 159_9.png │ │ ├── mnist_wgan_conv │ │ │ ├── 000.png │ │ │ ├── 001.png │ │ │ ├── 002.png │ │ │ ├── 003.png │ │ │ ├── 004.png │ │ │ ├── 005.png │ │ │ ├── 006.png │ │ │ ├── 007.png │ │ │ ├── 008.png │ │ │ ├── 009.png │ │ │ ├── 010.png │ │ │ ├── 011.png │ │ │ ├── 012.png │ │ │ ├── 013.png │ │ │ ├── 014.png │ │ │ ├── 015.png │ │ │ ├── 016.png │ │ │ ├── 017.png │ │ │ ├── 018.png │ │ │ ├── 019.png │ │ │ ├── 020.png │ │ │ ├── 021.png │ │ │ ├── 022.png │ │ │ ├── 023.png │ │ │ ├── 024.png │ │ │ ├── 025.png │ │ │ ├── 026.png │ │ │ ├── 027.png │ │ │ ├── 028.png │ │ │ ├── 029.png │ │ │ ├── 030.png │ │ │ ├── 031.png │ │ │ ├── 032.png │ │ │ ├── 033.png │ │ │ ├── 034.png │ │ │ ├── 035.png │ │ │ ├── 036.png │ │ │ ├── 037.png │ │ │ ├── 038.png │ │ │ ├── 039.png │ │ │ ├── 040.png │ │ │ ├── 041.png │ │ │ ├── 042.png │ │ │ ├── 043.png │ │ │ ├── 044.png │ │ │ ├── 045.png │ │ │ ├── 046.png │ │ │ ├── 047.png │ │ │ ├── 048.png │ │ │ ├── 049.png │ │ │ ├── 050.png │ │ │ ├── 051.png │ │ │ ├── 052.png │ │ │ ├── 053.png │ │ │ └── 054.png │ │ └── mnist_wgan_mlp │ │ │ ├── 000.png │ │ │ ├── 001.png │ │ │ ├── 002.png │ │ │ ├── 185.png │ │ │ ├── 186.png │ │ │ └── 189.png │ ├── cgan_classifier.py │ ├── cgan_conv.py │ ├── cgan_mlp.py │ ├── cgan_wgan_classifier.py │ ├── dcgan.py │ ├── infogan_conv.py │ ├── infogan_conv_without_share.py │ ├── infogan_mlp.py │ ├── infogan_mlp_without_share.py │ ├── utils │ │ ├── __pycache__ │ │ │ ├── datas.cpython-36.pyc │ │ │ └── nets.cpython-36.pyc │ │ ├── datas.py │ │ ├── datas.pyc │ │ ├── nets.py │ │ └── nets.pyc │ ├── wgan_conv.py │ └── wgan_mlp.py └── __MACOSX │ ├── ._14：代码GAN │ └── 14：代码GAN │ ├── ._.idea │ ├── ._Datas │ ├── ._README │ ├── ._README.md │ ├── ._Samples │ ├── ._cgan_classifier.py │ ├── ._cgan_conv.py │ ├── ._cgan_mlp.py │ ├── ._cgan_wgan_classifier.py │ ├── ._dcgan.py │ ├── ._infogan_conv.py │ ├── ._infogan_conv_without_share.py │ ├── ._infogan_mlp.py │ ├── ._infogan_mlp_without_share.py │ ├── ._utils │ ├── ._wgan_conv.py │ ├── ._wgan_mlp.py │ ├── .idea │ ├── ._GAN-master.iml │ ├── ._dictionaries │ ├── ._encodings.xml │ ├── ._misc.xml │ ├── ._modules.xml │ ├── ._workspace.xml │ └── dictionaries │ │ └── ._Administrator.xml │ ├── Datas │ ├── ._mnist │ └── mnist │ │ ├── ._t10k-images-idx3-ubyte.gz │ │ ├── ._t10k-labels-idx1-ubyte.gz │ │ ├── ._train-images-idx3-ubyte.gz │ │ └── ._train-labels-idx1-ubyte.gz │ ├── README │ ├── ._images │ ├── ._results │ ├── images │ │ ├── ._cgan.png │ │ ├── ._gan.png │ │ ├── ._infogan1.png │ │ └── ._infogan2.png │ └── results │ │ ├── ._cgan_mlp.png │ │ └── ._face3D_dcgan.png │ ├── Samples │ ├── ._celebA_dcgan │ ├── ._mnist_cgan_classifier │ ├── ._mnist_cgan_conv │ ├── ._mnist_cgan_mlp │ ├── ._mnist_cgan_wgan_classifier │ ├── ._mnist_dcgan │ ├── ._mnist_infogan_conv │ ├── ._mnist_infogan_conv_without_share │ ├── ._mnist_infogan_mlp │ ├── ._mnist_infogan_mlp_without_share │ ├── ._mnist_wgan_conv │ ├── ._mnist_wgan_mlp │ ├── mnist_cgan_classifier │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._003_3.png │ │ ├── ._004_4.png │ │ ├── ._005_5.png │ │ ├── ._006_6.png │ │ ├── ._007_7.png │ │ ├── ._008_8.png │ │ ├── ._009_9.png │ │ ├── ._010_0.png │ │ ├── ._011_1.png │ │ ├── ._012_2.png │ │ ├── ._013_3.png │ │ └── ._348_8.png │ ├── mnist_cgan_conv │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._005_5.png │ │ ├── ._008_8.png │ │ ├── ._039_9.png │ │ └── ._043_3.png │ ├── mnist_cgan_mlp │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._003_3.png │ │ ├── ._036_6.png │ │ ├── ._060_0.png │ │ ├── ._061_1.png │ │ ├── ._062_2.png │ │ ├── ._063_3.png │ │ ├── ._064_4.png │ │ ├── ._065_5.png │ │ ├── ._066_6.png │ │ ├── ._067_7.png │ │ ├── ._068_8.png │ │ └── ._069_9.png │ ├── mnist_cgan_wgan_classifier │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._003_3.png │ │ ├── ._027_7.png │ │ ├── ._028_8.png │ │ ├── ._029_9.png │ │ └── ._030_0.png │ ├── mnist_dcgan │ │ ├── ._000.png │ │ ├── ._001.png │ │ ├── ._002.png │ │ ├── ._025.png │ │ └── ._028.png │ ├── mnist_infogan_conv │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._003_3.png │ │ ├── ._084_4.png │ │ ├── ._085_5.png │ │ ├── ._086_6.png │ │ ├── ._087_7.png │ │ ├── ._088_8.png │ │ ├── ._089_9.png │ │ ├── ._090_0.png │ │ ├── ._091_1.png │ │ ├── ._092_2.png │ │ ├── ._093_3.png │ │ ├── ._094_4.png │ │ └── ._095_5.png │ ├── mnist_infogan_conv_without_share │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._003_3.png │ │ ├── ._048_8.png │ │ ├── ._049_9.png │ │ ├── ._050_0.png │ │ ├── ._051_1.png │ │ ├── ._052_2.png │ │ ├── ._054_4.png │ │ ├── ._055_5.png │ │ └── ._058_8.png │ ├── mnist_infogan_mlp │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._003_3.png │ │ ├── ._380_0.png │ │ ├── ._381_1.png │ │ ├── ._382_2.png │ │ ├── ._383_3.png │ │ ├── ._404_4.png │ │ ├── ._405_5.png │ │ ├── ._406_6.png │ │ ├── ._407_7.png │ │ ├── ._408_8.png │ │ └── ._409_9.png │ ├── mnist_infogan_mlp_without_share │ │ ├── ._000_0.png │ │ ├── ._001_1.png │ │ ├── ._002_2.png │ │ ├── ._003_3.png │ │ ├── ._150_0.png │ │ ├── ._151_1.png │ │ ├── ._152_2.png │ │ ├── ._153_3.png │ │ ├── ._154_4.png │ │ ├── ._155_5.png │ │ ├── ._156_6.png │ │ ├── ._157_7.png │ │ ├── ._158_8.png │ │ └── ._159_9.png │ ├── mnist_wgan_conv │ │ ├── ._000.png │ │ ├── ._001.png │ │ ├── ._002.png │ │ ├── ._003.png │ │ ├── ._004.png │ │ ├── ._005.png │ │ ├── ._006.png │ │ ├── ._007.png │ │ ├── ._008.png │ │ ├── ._009.png │ │ ├── ._010.png │ │ ├── ._011.png │ │ ├── ._012.png │ │ ├── ._013.png │ │ ├── ._014.png │ │ ├── ._015.png │ │ ├── ._016.png │ │ ├── ._017.png │ │ ├── ._018.png │ │ ├── ._019.png │ │ ├── ._020.png │ │ ├── ._021.png │ │ ├── ._022.png │ │ ├── ._023.png │ │ ├── ._024.png │ │ ├── ._025.png │ │ ├── ._026.png │ │ ├── ._027.png │ │ ├── ._028.png │ │ ├── ._029.png │ │ ├── ._030.png │ │ ├── ._031.png │ │ ├── ._032.png │ │ ├── ._033.png │ │ ├── ._034.png │ │ ├── ._035.png │ │ ├── ._036.png │ │ ├── ._037.png │ │ ├── ._038.png │ │ ├── ._039.png │ │ ├── ._040.png │ │ ├── ._041.png │ │ ├── ._042.png │ │ ├── ._043.png │ │ ├── ._044.png │ │ ├── ._045.png │ │ ├── ._046.png │ │ ├── ._047.png │ │ ├── ._048.png │ │ ├── ._049.png │ │ ├── ._050.png │ │ ├── ._051.png │ │ ├── ._052.png │ │ ├── ._053.png │ │ └── ._054.png │ └── mnist_wgan_mlp │ │ ├── ._000.png │ │ ├── ._001.png │ │ ├── ._002.png │ │ ├── ._185.png │ │ ├── ._186.png │ │ └── ._189.png │ └── utils │ ├── .___pycache__ │ ├── ._datas.py │ ├── ._datas.pyc │ ├── ._nets.py │ ├── ._nets.pyc │ └── __pycache__ │ ├── ._datas.cpython-36.pyc │ └── ._nets.cpython-36.pyc ├── ch2.图像预处理 ├── .idea │ ├── ChinaHadoop_C2-master.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── clahe │ ├── clahe.py │ └── timg.jpg ├── dave.png ├── f1.py ├── f2.py ├── fft.py ├── filter_1.ipynb └── opencv.png ├── ch3.图像特征与描述 ├── .idea │ ├── Ch3.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── Laplacian_Sharpen.py ├── __pycache__ │ └── Stitcher.cpython-36.pyc ├── harris_corner.py ├── orb.py ├── sift.py ├── sift_keypoints.jpg ├── stitcher │ ├── ImageStiching.py │ ├── Stitcher.py │ └── image │ │ ├── left_01.png │ │ └── right_01.png ├── surf.py └── 第三课代码图片3_pic │ ├── box.png │ ├── box_in_scene.png │ ├── butterfly.jpg │ ├── chessboard.png │ └── home.jpg ├── ch4.未有深度学习之前 ├── .idea │ ├── ch4.iml │ ├── misc.xml │ ├── modules(1).xml │ └── workspace.xml ├── grabcut.py ├── haar.zip └── haar │ ├── FaceDetection_Haar.py │ ├── FaceDetection_TemplateMatching.py │ ├── face_template1.jpg │ ├── face_template2.jpg │ ├── faces.jpg │ └── haarcascades │ ├── haarcascade_eye.xml │ ├── haarcascade_eye_tree_eyeglasses.xml │ ├── haarcascade_frontalcatface.xml │ ├── haarcascade_frontalcatface_extended.xml │ ├── haarcascade_frontalface_alt.xml │ ├── haarcascade_frontalface_alt2.xml │ ├── haarcascade_frontalface_alt_tree.xml │ └── haarcascade_frontalface_default.xml ├── ch5.神经网络与误差反向传播算法 ├── .ipynb_checkpoints │ ├── BPNN_DIY-checkpoint.ipynb │ └── solver_NN-checkpoint.ipynb ├── BPNN_DIY.ipynb ├── solver_NN.ipynb ├── xor_nn_tf.py └── xor_tf.py ├── ch6.深度学习基础 ├── .DS_Store ├── .ipynb_checkpoints │ ├── course_2_tf_nn-checkpoint.ipynb │ ├── lab-mnist_nn_BN-checkpoint.ipynb │ └── lab_cnn_basics-checkpoint.ipynb ├── CNN_basics │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── cnn_tf-checkpoint.ipynb │ │ └── cnn_tf_raw-checkpoint.ipynb │ ├── cnn_tf.html │ ├── cnn_tf.ipynb │ ├── cnn_tf.py │ ├── cnn_tf_raw.html │ ├── cnn_tf_raw.ipynb │ └── cnn_tf_raw.py ├── MNIST_data │ ├── t10k-images-idx3-ubyte.gz │ ├── t10k-labels-idx1-ubyte.gz │ ├── train-images-idx3-ubyte.gz │ └── train-labels-idx1-ubyte.gz ├── lab-mnist_nn_BN.ipynb └── lab_cnn_basics.ipynb ├── ch7.图像分类 ├── ResNet_TF │ ├── .idea │ │ ├── C4_ResNet_TF.iml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── .spyproject │ │ ├── codestyle.ini │ │ ├── encoding.ini │ │ ├── vcs.ini │ │ └── workspace.ini │ ├── __pycache__ │ │ ├── cifar_input.cpython-36.pyc │ │ └── resnet_model.cpython-36.pyc │ ├── cifar_input.py │ ├── resnet_main.py │ ├── resnet_model.py │ └── temp │ │ ├── checkpoint │ │ └── eval │ │ ├── events.out.tfevents.1532823478.EH0GG1435XUNZTU │ │ ├── events.out.tfevents.1533790942.EH0GG1435XUNZTU │ │ ├── events.out.tfevents.1533792616.EH0GG1435XUNZTU │ │ ├── events.out.tfevents.1533793142.EH0GG1435XUNZTU │ │ ├── events.out.tfevents.1533797383.EH0GG1435XUNZTU │ │ └── events.out.tfevents.1533799561.EH0GG1435XUNZTU └── VGG │ ├── images │ └── cat.jpg │ ├── use_vgg.ipynb │ └── use_vgg.py ├── ch8.图像检索 ├── .idea │ ├── Ch8.iml │ ├── misc.xml │ ├── modules.xml │ └── workspace.xml ├── CBIR │ ├── .idea │ │ ├── CBIR_TF.iml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── .spyproject │ │ ├── codestyle.ini │ │ ├── encoding.ini │ │ ├── vcs.ini │ │ └── workspace.ini │ ├── __pycache__ │ │ ├── settings.cpython-35.pyc │ │ ├── settings.cpython-36.pyc │ │ ├── urls.cpython-35.pyc │ │ └── urls.cpython-36.pyc │ ├── a.jpg │ ├── apps │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── cbir.cpython-35.pyc │ │ │ └── cbir.cpython-36.pyc │ │ └── cbir.py │ ├── logs │ │ ├── model.log │ │ ├── webcategory.log │ │ └── worker.log │ ├── main.py │ ├── settings.py │ ├── templates │ │ ├── template_base.html │ │ └── template_cbir.html │ ├── urls.py │ └── util │ │ ├── __pycache__ │ │ ├── dsift.cpython-35.pyc │ │ ├── dsift.cpython-36.pyc │ │ ├── hog.cpython-35.pyc │ │ ├── hog.cpython-36.pyc │ │ ├── hsv.cpython-35.pyc │ │ ├── hsv.cpython-36.pyc │ │ ├── img_hash.cpython-35.pyc │ │ ├── img_hash.cpython-36.pyc │ │ ├── img_histo.cpython-35.pyc │ │ ├── img_histo.cpython-36.pyc │ │ ├── img_hog.cpython-35.pyc │ │ ├── img_hog.cpython-36.pyc │ │ ├── img_sift.cpython-35.pyc │ │ ├── img_sift.cpython-36.pyc │ │ ├── kmeans.cpython-35.pyc │ │ ├── kmeans.cpython-36.pyc │ │ ├── lsh.cpython-35.pyc │ │ ├── lsh.cpython-36.pyc │ │ ├── rerank.cpython-35.pyc │ │ └── rerank.cpython-36.pyc │ │ ├── a.jpg │ │ ├── dsift.py │ │ ├── hog.py │ │ ├── hsv.py │ │ ├── img_hash.py │ │ ├── img_histo.py │ │ ├── img_hog.py │ │ ├── img_sift.py │ │ ├── kmeans.py │ │ ├── lsh.py │ │ ├── prepare.py │ │ ├── prepare_local.py │ │ ├── prepare_lsh.py │ │ ├── rerank.py │ │ └── segment.py ├── CBIR运行文档.docx ├── timg_1.jpg ├── timg_2.jpg ├── use_vgg_finetune.ipynb └── use_vgg_finetune.py └── ch9.目标检测_上 └── FasterRCNN_KERAS ├── .idea ├── C5_FasterRCNN_KERAS.iml ├── misc.xml ├── modules.xml └── workspace.xml ├── .spyproject ├── codestyle.ini ├── encoding.ini ├── vcs.ini └── workspace.ini ├── config └── config.pickle ├── keras_frcnn ├── FixedBatchNormalization.py ├── RoiPoolingConv.py ├── __init__.py ├── __pycache__ │ ├── FixedBatchNormalization.cpython-35.pyc │ ├── FixedBatchNormalization.cpython-36.pyc │ ├── RoiPoolingConv.cpython-35.pyc │ ├── RoiPoolingConv.cpython-36.pyc │ ├── __init__.cpython-35.pyc │ ├── __init__.cpython-36.pyc │ ├── config.cpython-35.pyc │ ├── config.cpython-36.pyc │ ├── data_augment.cpython-35.pyc │ ├── data_augment.cpython-36.pyc │ ├── data_generators.cpython-35.pyc │ ├── data_generators.cpython-36.pyc │ ├── losses.cpython-35.pyc │ ├── losses.cpython-36.pyc │ ├── pascal_voc_parser.cpython-35.pyc │ ├── pascal_voc_parser.cpython-36.pyc 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