initial commit

darknet/.circleci/config.yml

+version: 2.0
+jobs:
+  build:
+    docker:
+       - image: alantrrs/cuda-opencv:latest
+#      - image: nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04
+    working_directory: ~/work
+    steps:
+      - checkout
+      - run: nvcc --version
+      - run: gcc --version
+      - run: make LIBSO=1 GPU=0 CUDNN=0 OPENCV=0 -j 8
+      - run: make clean
+      - run: make LIBSO=1 GPU=0 CUDNN=0 OPENCV=0 DEBUG=1 -j 8
+      - run: make clean
+      - run: make LIBSO=1 GPU=0 CUDNN=0 OPENCV=0 AVX=1 -j 8
+      - run: make clean
+      - run: make LIBSO=1 GPU=0 CUDNN=0 OPENCV=1 -j 8
+      - run: make clean
+      - run: make LIBSO=1 GPU=1 CUDNN=0 OPENCV=1 -j 8
+      - run: make clean
+      - run: make LIBSO=1 GPU=1 CUDNN=1 OPENCV=1 -j 8
+      - run: make clean
+      - run: make LIBSO=1 GPU=1 CUDNN=1 OPENCV=1 CUDNN_HALF=1 -j 8
+      - run: make clean
+      - run: make LIBSO=1 GPU=1 CUDNN=1 OPENCV=1 CUDNN_HALF=1 USE_CPP=1 -j 8
\ No newline at end of file

darknet/.gitignore

+*.o
+*.a
+*.dSYM
+*.csv
+*.out
+*.png
+*.so
+*.exe
+*.dll
+*.lib
+*.dylib
+mnist/
+data/
+caffe/
+grasp/
+images/
+opencv/
+convnet/
+decaf/
+submission/
+cfg/
+build/darknet/*
+build_*/
+!build/darknet/YoloWrapper.cs
+.fuse*
+*.weights
+build/*.cmake
+build/*.ninja
+build/*.txt
+build/*.json
+build/CMakeFiles/
+build/detect_cuda_compute_capabilities.cu
+build/.ninja_deps
+build/.ninja_log
+build/Makefile
+
+# OS Generated #
+.DS_Store*
+ehthumbs.db
+Icon?
+Thumbs.db
+*.swp
+
+# IDE generated #
+.vs/
+.vscode/
+
+# Managed by CMake
+src/version.h
+
+# Build artifacts
+lib/
+share/
+include/darknet/
+uselib
+uselib_track
+darknet

darknet/3rdparty/pthreads/include/sched.h

+/*
+ * Module: sched.h
+ *
+ * Purpose:
+ *      Provides an implementation of POSIX realtime extensions
+ *      as defined in 
+ *
+ *              POSIX 1003.1b-1993      (POSIX.1b)
+ *
+ * --------------------------------------------------------------------------
+ *
+ *      Pthreads-win32 - POSIX Threads Library for Win32
+ *      Copyright(C) 1998 John E. Bossom
+ *      Copyright(C) 1999,2005 Pthreads-win32 contributors
+ * 
+ *      Contact Email: rpj@callisto.canberra.edu.au
+ * 
+ *      The current list of contributors is contained
+ *      in the file CONTRIBUTORS included with the source
+ *      code distribution. The list can also be seen at the
+ *      following World Wide Web location:
+ *      http://sources.redhat.com/pthreads-win32/contributors.html
+ * 
+ *      This library is free software; you can redistribute it and/or
+ *      modify it under the terms of the GNU Lesser General Public
+ *      License as published by the Free Software Foundation; either
+ *      version 2 of the License, or (at your option) any later version.
+ * 
+ *      This library is distributed in the hope that it will be useful,
+ *      but WITHOUT ANY WARRANTY; without even the implied warranty of
+ *      MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+ *      Lesser General Public License for more details.
+ * 
+ *      You should have received a copy of the GNU Lesser General Public
+ *      License along with this library in the file COPYING.LIB;
+ *      if not, write to the Free Software Foundation, Inc.,
+ *      59 Temple Place - Suite 330, Boston, MA 02111-1307, USA
+ */
+#if !defined(_SCHED_H)
+#define _SCHED_H
+
+#undef PTW32_SCHED_LEVEL
+
+#if defined(_POSIX_SOURCE)
+#define PTW32_SCHED_LEVEL 0
+/* Early POSIX */
+#endif
+
+#if defined(_POSIX_C_SOURCE) && _POSIX_C_SOURCE >= 199309
+#undef PTW32_SCHED_LEVEL
+#define PTW32_SCHED_LEVEL 1
+/* Include 1b, 1c and 1d */
+#endif
+
+#if defined(INCLUDE_NP)
+#undef PTW32_SCHED_LEVEL
+#define PTW32_SCHED_LEVEL 2
+/* Include Non-Portable extensions */
+#endif
+
+#define PTW32_SCHED_LEVEL_MAX 3
+
+#if ( defined(_POSIX_C_SOURCE) && _POSIX_C_SOURCE >= 200112 )  || !defined(PTW32_SCHED_LEVEL)
+#define PTW32_SCHED_LEVEL PTW32_SCHED_LEVEL_MAX
+/* Include everything */
+#endif
+
+
+#if defined(__GNUC__) && !defined(__declspec)
+# error Please upgrade your GNU compiler to one that supports __declspec.
+#endif
+
+/*
+ * When building the library, you should define PTW32_BUILD so that
+ * the variables/functions are exported correctly. When using the library,
+ * do NOT define PTW32_BUILD, and then the variables/functions will
+ * be imported correctly.
+ */
+#if !defined(PTW32_STATIC_LIB)
+#  if defined(PTW32_BUILD)
+#    define PTW32_DLLPORT __declspec (dllexport)
+#  else
+#    define PTW32_DLLPORT __declspec (dllimport)
+#  endif
+#else
+#  define PTW32_DLLPORT
+#endif
+
+/*
+ * This is a duplicate of what is in the autoconf config.h,
+ * which is only used when building the pthread-win32 libraries.
+ */
+
+#if !defined(PTW32_CONFIG_H)
+#  if defined(WINCE)
+#    define NEED_ERRNO
+#    define NEED_SEM
+#  endif
+#  if defined(__MINGW64__)
+#    define HAVE_STRUCT_TIMESPEC
+#    define HAVE_MODE_T
+#  elif defined(_UWIN) || defined(__MINGW32__)
+#    define HAVE_MODE_T
+#  endif
+#endif
+
+/*
+ *
+ */
+
+#if PTW32_SCHED_LEVEL >= PTW32_SCHED_LEVEL_MAX
+#if defined(NEED_ERRNO)
+#include "need_errno.h"
+#else
+#include <errno.h>
+#endif
+#endif /* PTW32_SCHED_LEVEL >= PTW32_SCHED_LEVEL_MAX */
+
+#if (defined(__MINGW64__) || defined(__MINGW32__)) || defined(_UWIN)
+# if PTW32_SCHED_LEVEL >= PTW32_SCHED_LEVEL_MAX
+/* For pid_t */
+#  include <sys/types.h>
+/* Required by Unix 98 */
+#  include <time.h>
+# else
+   typedef int pid_t;
+# endif
+#else
+ typedef int pid_t;
+#endif
+
+/* Thread scheduling policies */
+
+enum {
+  SCHED_OTHER = 0,
+  SCHED_FIFO,
+  SCHED_RR,
+  SCHED_MIN   = SCHED_OTHER,
+  SCHED_MAX   = SCHED_RR
+};
+
+struct sched_param {
+  int sched_priority;
+};
+
+#if defined(__cplusplus)
+extern "C"
+{
+#endif                          /* __cplusplus */
+
+PTW32_DLLPORT int __cdecl sched_yield (void);
+
+PTW32_DLLPORT int __cdecl sched_get_priority_min (int policy);
+
+PTW32_DLLPORT int __cdecl sched_get_priority_max (int policy);
+
+PTW32_DLLPORT int __cdecl sched_setscheduler (pid_t pid, int policy);
+
+PTW32_DLLPORT int __cdecl sched_getscheduler (pid_t pid);
+
+/*
+ * Note that this macro returns ENOTSUP rather than
+ * ENOSYS as might be expected. However, returning ENOSYS
+ * should mean that sched_get_priority_{min,max} are
+ * not implemented as well as sched_rr_get_interval.
+ * This is not the case, since we just don't support
+ * round-robin scheduling. Therefore I have chosen to
+ * return the same value as sched_setscheduler when
+ * SCHED_RR is passed to it.
+ */
+#define sched_rr_get_interval(_pid, _interval) \
+  ( errno = ENOTSUP, (int) -1 )
+
+
+#if defined(__cplusplus)
+}                               /* End of extern "C" */
+#endif                          /* __cplusplus */
+
+#undef PTW32_SCHED_LEVEL
+#undef PTW32_SCHED_LEVEL_MAX
+
+#endif                          /* !_SCHED_H */
+

darknet/3rdparty/pthreads/include/semaphore.h

+/*
+ * Module: semaphore.h
+ *
+ * Purpose:
+ *	Semaphores aren't actually part of the PThreads standard.
+ *	They are defined by the POSIX Standard:
+ *
+ *		POSIX 1003.1b-1993	(POSIX.1b)
+ *
+ * --------------------------------------------------------------------------
+ *
+ *      Pthreads-win32 - POSIX Threads Library for Win32
+ *      Copyright(C) 1998 John E. Bossom
+ *      Copyright(C) 1999,2005 Pthreads-win32 contributors
+ * 
+ *      Contact Email: rpj@callisto.canberra.edu.au
+ * 
+ *      The current list of contributors is contained
+ *      in the file CONTRIBUTORS included with the source
+ *      code distribution. The list can also be seen at the
+ *      following World Wide Web location:
+ *      http://sources.redhat.com/pthreads-win32/contributors.html
+ * 
+ *      This library is free software; you can redistribute it and/or
+ *      modify it under the terms of the GNU Lesser General Public
+ *      License as published by the Free Software Foundation; either
+ *      version 2 of the License, or (at your option) any later version.
+ * 
+ *      This library is distributed in the hope that it will be useful,
+ *      but WITHOUT ANY WARRANTY; without even the implied warranty of
+ *      MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+ *      Lesser General Public License for more details.
+ * 
+ *      You should have received a copy of the GNU Lesser General Public
+ *      License along with this library in the file COPYING.LIB;
+ *      if not, write to the Free Software Foundation, Inc.,
+ *      59 Temple Place - Suite 330, Boston, MA 02111-1307, USA
+ */
+#if !defined( SEMAPHORE_H )
+#define SEMAPHORE_H
+
+#undef PTW32_SEMAPHORE_LEVEL
+
+#if defined(_POSIX_SOURCE)
+#define PTW32_SEMAPHORE_LEVEL 0
+/* Early POSIX */
+#endif
+
+#if defined(_POSIX_C_SOURCE) && _POSIX_C_SOURCE >= 199309
+#undef PTW32_SEMAPHORE_LEVEL
+#define PTW32_SEMAPHORE_LEVEL 1
+/* Include 1b, 1c and 1d */
+#endif
+
+#if defined(INCLUDE_NP)
+#undef PTW32_SEMAPHORE_LEVEL
+#define PTW32_SEMAPHORE_LEVEL 2
+/* Include Non-Portable extensions */
+#endif
+
+#define PTW32_SEMAPHORE_LEVEL_MAX 3
+
+#if !defined(PTW32_SEMAPHORE_LEVEL)
+#define PTW32_SEMAPHORE_LEVEL PTW32_SEMAPHORE_LEVEL_MAX
+/* Include everything */
+#endif
+
+#if defined(__GNUC__) && ! defined (__declspec)
+# error Please upgrade your GNU compiler to one that supports __declspec.
+#endif
+
+/*
+ * When building the library, you should define PTW32_BUILD so that
+ * the variables/functions are exported correctly. When using the library,
+ * do NOT define PTW32_BUILD, and then the variables/functions will
+ * be imported correctly.
+ */
+#if !defined(PTW32_STATIC_LIB)
+#  if defined(PTW32_BUILD)
+#    define PTW32_DLLPORT __declspec (dllexport)
+#  else
+#    define PTW32_DLLPORT __declspec (dllimport)
+#  endif
+#else
+#  define PTW32_DLLPORT
+#endif
+
+/*
+ * This is a duplicate of what is in the autoconf config.h,
+ * which is only used when building the pthread-win32 libraries.
+ */
+
+#if !defined(PTW32_CONFIG_H)
+#  if defined(WINCE)
+#    define NEED_ERRNO
+#    define NEED_SEM
+#  endif
+#  if defined(__MINGW64__)
+#    define HAVE_STRUCT_TIMESPEC
+#    define HAVE_MODE_T
+#  elif defined(_UWIN) || defined(__MINGW32__)
+#    define HAVE_MODE_T
+#  endif
+#endif
+
+/*
+ *
+ */
+
+#if PTW32_SEMAPHORE_LEVEL >= PTW32_SEMAPHORE_LEVEL_MAX
+#if defined(NEED_ERRNO)
+#include "need_errno.h"
+#else
+#include <errno.h>
+#endif
+#endif /* PTW32_SEMAPHORE_LEVEL >= PTW32_SEMAPHORE_LEVEL_MAX */
+
+#define _POSIX_SEMAPHORES
+
+#if defined(__cplusplus)
+extern "C"
+{
+#endif				/* __cplusplus */
+
+#if !defined(HAVE_MODE_T)
+typedef unsigned int mode_t;
+#endif
+
+
+typedef struct sem_t_ * sem_t;
+
+PTW32_DLLPORT int __cdecl sem_init (sem_t * sem,
+			    int pshared,
+			    unsigned int value);
+
+PTW32_DLLPORT int __cdecl sem_destroy (sem_t * sem);
+
+PTW32_DLLPORT int __cdecl sem_trywait (sem_t * sem);
+
+PTW32_DLLPORT int __cdecl sem_wait (sem_t * sem);
+
+PTW32_DLLPORT int __cdecl sem_timedwait (sem_t * sem,
+				 const struct timespec * abstime);
+
+PTW32_DLLPORT int __cdecl sem_post (sem_t * sem);
+
+PTW32_DLLPORT int __cdecl sem_post_multiple (sem_t * sem,
+				     int count);
+
+PTW32_DLLPORT int __cdecl sem_open (const char * name,
+			    int oflag,
+			    mode_t mode,
+			    unsigned int value);
+
+PTW32_DLLPORT int __cdecl sem_close (sem_t * sem);
+
+PTW32_DLLPORT int __cdecl sem_unlink (const char * name);
+
+PTW32_DLLPORT int __cdecl sem_getvalue (sem_t * sem,
+				int * sval);
+
+#if defined(__cplusplus)
+}				/* End of extern "C" */
+#endif				/* __cplusplus */
+
+#undef PTW32_SEMAPHORE_LEVEL
+#undef PTW32_SEMAPHORE_LEVEL_MAX
+
+#endif				/* !SEMAPHORE_H */

darknet/DarknetConfig.cmake.in

+# Config file for the Darknet package
+
+get_filename_component(Darknet_CMAKE_DIR "${CMAKE_CURRENT_LIST_FILE}" PATH)
+list(APPEND CMAKE_MODULE_PATH "${Darknet_CMAKE_DIR}")
+
+include(CMakeFindDependencyMacro)
+
+if(@OpenCV_FOUND@)
+  find_dependency(OpenCV)
+endif()
+
+if(@ENABLE_CUDA@)
+  include(CheckLanguage)
+  check_language(CUDA)
+  if(NOT CMAKE_CUDA_COMPILER)
+    message(STATUS " --> WARNING: Unable to find native CUDA integration!")
+  endif()
+  find_dependency(CUDA)
+  cuda_select_nvcc_arch_flags(CUDA_ARCH_FLAGS ${CUDA_ARCHITECTURES})
+  if(@CUDNN_FOUND@)
+    find_dependency(CUDNN)
+  endif()
+endif()
+
+set(CMAKE_THREAD_PREFER_PTHREAD ON)
+find_dependency(Threads)
+
+if(MSVC)
+  find_dependency(PThreads_windows)
+  set(CMAKE_CXX_FLAGS "/wd4018 /wd4244 /wd4267 /wd4305 ${CMAKE_CXX_FLAGS}")
+endif()
+
+if(@OPENMP_FOUND@)
+  find_dependency(OpenMP)
+endif()
+
+# Our library dependencies (contains definitions for IMPORTED targets)
+include("${Darknet_CMAKE_DIR}/DarknetTargets.cmake")
+include("${Darknet_CMAKE_DIR}/DarknetConfigVersion.cmake")
+
+get_target_property(FULL_DARKNET_INCLUDE_DIRS Darknet::dark INTERFACE_INCLUDE_DIRECTORIES)
+list(GET FULL_DARKNET_INCLUDE_DIRS 0 Darknet_INCLUDE_DIR)
+get_filename_component(Darknet_INCLUDE_DIR "${Darknet_INCLUDE_DIR}" REALPATH)
+
+find_package_handle_standard_args(Darknet REQUIRED_VARS Darknet_INCLUDE_DIR VERSION_VAR PACKAGE_VERSION)

darknet/LICENSE

+                                  YOLO LICENSE
+                             Version 2, July 29 2016
+
+THIS SOFTWARE LICENSE IS PROVIDED "ALL CAPS" SO THAT YOU KNOW IT IS SUPER
+SERIOUS AND YOU DON'T MESS AROUND WITH COPYRIGHT LAW BECAUSE YOU WILL GET IN
+TROUBLE HERE ARE SOME OTHER BUZZWORDS COMMONLY IN THESE THINGS WARRANTIES
+LIABILITY CONTRACT TORT LIABLE CLAIMS RESTRICTION MERCHANTABILITY. NOW HERE'S
+THE REAL LICENSE:
+
+0. Darknet is public domain.
+1. Do whatever you want with it.
+2. Stop emailing me about it!

darknet/Makefile

+GPU=0
+CUDNN=0
+CUDNN_HALF=0
+OPENCV=0
+AVX=0
+OPENMP=0
+LIBSO=0
+ZED_CAMERA=0
+ZED_CAMERA_v2_8=0
+
+# set GPU=1 and CUDNN=1 to speedup on GPU
+# set CUDNN_HALF=1 to further speedup 3 x times (Mixed-precision on Tensor Cores) GPU: Volta, Xavier, Turing and higher
+# set AVX=1 and OPENMP=1 to speedup on CPU (if error occurs then set AVX=0)
+# set ZED_CAMERA=1 to enable ZED SDK 3.0 and above
+# set ZED_CAMERA_v2_8=1 to enable ZED SDK 2.X
+
+USE_CPP=0
+DEBUG=0
+
+ARCH= -gencode arch=compute_35,code=sm_35 \
+      -gencode arch=compute_50,code=[sm_50,compute_50] \
+      -gencode arch=compute_52,code=[sm_52,compute_52] \
+	    -gencode arch=compute_61,code=[sm_61,compute_61]
+
+OS := $(shell uname)
+
+# GeForce RTX 3070, 3080, 3090
+# ARCH= -gencode arch=compute_86,code=[sm_86,compute_86]
+
+# Kepler GeForce GTX 770, GTX 760, GT 740
+# ARCH= -gencode arch=compute_30,code=sm_30
+
+# Tesla A100 (GA100), DGX-A100, RTX 3080
+# ARCH= -gencode arch=compute_80,code=[sm_80,compute_80]
+
+# Tesla V100
+# ARCH= -gencode arch=compute_70,code=[sm_70,compute_70]
+
+# GeForce RTX 2080 Ti, RTX 2080, RTX 2070, Quadro RTX 8000, Quadro RTX 6000, Quadro RTX 5000, Tesla T4, XNOR Tensor Cores
+# ARCH= -gencode arch=compute_75,code=[sm_75,compute_75]
+
+# Jetson XAVIER
+# ARCH= -gencode arch=compute_72,code=[sm_72,compute_72]
+
+# GTX 1080, GTX 1070, GTX 1060, GTX 1050, GTX 1030, Titan Xp, Tesla P40, Tesla P4
+# ARCH= -gencode arch=compute_61,code=sm_61 -gencode arch=compute_61,code=compute_61
+
+# GP100/Tesla P100 - DGX-1
+# ARCH= -gencode arch=compute_60,code=sm_60
+
+# For Jetson TX1, Tegra X1, DRIVE CX, DRIVE PX - uncomment:
+# ARCH= -gencode arch=compute_53,code=[sm_53,compute_53]
+
+# For Jetson Tx2 or Drive-PX2 uncomment:
+# ARCH= -gencode arch=compute_62,code=[sm_62,compute_62]
+
+# For Tesla GA10x cards, RTX 3090, RTX 3080, RTX 3070, RTX A6000, RTX A40 uncomment:
+# ARCH= -gencode arch=compute_86,code=[sm_86,compute_86]
+
+
+VPATH=./src/
+EXEC=darknet
+OBJDIR=./obj/
+
+ifeq ($(LIBSO), 1)
+LIBNAMESO=libdarknet.so
+APPNAMESO=uselib
+endif
+
+ifeq ($(USE_CPP), 1)
+CC=g++
+else
+CC=gcc
+endif
+
+CPP=g++ -std=c++11
+NVCC=nvcc
+OPTS=-Ofast
+LDFLAGS= -lm -pthread
+COMMON= -Iinclude/ -I3rdparty/stb/include
+CFLAGS=-Wall -Wfatal-errors -Wno-unused-result -Wno-unknown-pragmas -fPIC
+
+ifeq ($(DEBUG), 1)
+#OPTS= -O0 -g
+#OPTS= -Og -g
+COMMON+= -DDEBUG
+CFLAGS+= -DDEBUG
+else
+ifeq ($(AVX), 1)
+CFLAGS+= -ffp-contract=fast -mavx -mavx2 -msse3 -msse4.1 -msse4.2 -msse4a
+endif
+endif
+
+CFLAGS+=$(OPTS)
+
+ifneq (,$(findstring MSYS_NT,$(OS)))
+LDFLAGS+=-lws2_32
+endif
+
+ifeq ($(OPENCV), 1)
+COMMON+= -DOPENCV
+CFLAGS+= -DOPENCV
+LDFLAGS+= `pkg-config --libs opencv4 2> /dev/null || pkg-config --libs opencv`
+COMMON+= `pkg-config --cflags opencv4 2> /dev/null || pkg-config --cflags opencv`
+endif
+
+ifeq ($(OPENMP), 1)
+    ifeq ($(OS),Darwin) #MAC
+	    CFLAGS+= -Xpreprocessor -fopenmp
+	else
+		CFLAGS+= -fopenmp
+	endif
+LDFLAGS+= -lgomp
+endif
+
+ifeq ($(GPU), 1)
+COMMON+= -DGPU -I/usr/local/cuda/include/
+CFLAGS+= -DGPU
+ifeq ($(OS),Darwin) #MAC
+LDFLAGS+= -L/usr/local/cuda/lib -lcuda -lcudart -lcublas -lcurand
+else
+LDFLAGS+= -L/usr/local/cuda/lib64 -lcuda -lcudart -lcublas -lcurand
+endif
+endif
+
+ifeq ($(CUDNN), 1)
+COMMON+= -DCUDNN
+ifeq ($(OS),Darwin) #MAC
+CFLAGS+= -DCUDNN -I/usr/local/cuda/include
+LDFLAGS+= -L/usr/local/cuda/lib -lcudnn
+else
+CFLAGS+= -DCUDNN -I/usr/local/cudnn/include
+LDFLAGS+= -L/usr/local/cudnn/lib64 -lcudnn
+endif
+endif
+
+ifeq ($(CUDNN_HALF), 1)
+COMMON+= -DCUDNN_HALF
+CFLAGS+= -DCUDNN_HALF
+ARCH+= -gencode arch=compute_70,code=[sm_70,compute_70]
+endif
+
+ifeq ($(ZED_CAMERA), 1)
+CFLAGS+= -DZED_STEREO -I/usr/local/zed/include
+ifeq ($(ZED_CAMERA_v2_8), 1)
+LDFLAGS+= -L/usr/local/zed/lib -lsl_core -lsl_input -lsl_zed
+#-lstdc++ -D_GLIBCXX_USE_CXX11_ABI=0
+else
+LDFLAGS+= -L/usr/local/zed/lib -lsl_zed
+#-lstdc++ -D_GLIBCXX_USE_CXX11_ABI=0
+endif
+endif
+
+OBJ=image_opencv.o http_stream.o gemm.o utils.o dark_cuda.o convolutional_layer.o list.o image.o activations.o im2col.o col2im.o blas.o crop_layer.o dropout_layer.o maxpool_layer.o softmax_layer.o data.o matrix.o network.o connected_layer.o cost_layer.o parser.o option_list.o darknet.o detection_layer.o captcha.o route_layer.o writing.o box.o nightmare.o normalization_layer.o avgpool_layer.o coco.o dice.o yolo.o detector.o layer.o compare.o classifier.o local_layer.o swag.o shortcut_layer.o activation_layer.o rnn_layer.o gru_layer.o rnn.o rnn_vid.o crnn_layer.o demo.o tag.o cifar.o go.o batchnorm_layer.o art.o region_layer.o reorg_layer.o reorg_old_layer.o super.o voxel.o tree.o yolo_layer.o gaussian_yolo_layer.o upsample_layer.o lstm_layer.o conv_lstm_layer.o scale_channels_layer.o sam_layer.o
+ifeq ($(GPU), 1)
+LDFLAGS+= -lstdc++
+OBJ+=convolutional_kernels.o activation_kernels.o im2col_kernels.o col2im_kernels.o blas_kernels.o crop_layer_kernels.o dropout_layer_kernels.o maxpool_layer_kernels.o network_kernels.o avgpool_layer_kernels.o
+endif
+
+OBJS = $(addprefix $(OBJDIR), $(OBJ))
+DEPS = $(wildcard src/*.h) Makefile include/darknet.h
+
+all: $(OBJDIR) backup results setchmod $(EXEC) $(LIBNAMESO) $(APPNAMESO)
+
+ifeq ($(LIBSO), 1)
+CFLAGS+= -fPIC
+
+$(LIBNAMESO): $(OBJDIR) $(OBJS) include/yolo_v2_class.hpp src/yolo_v2_class.cpp
+	$(CPP) -shared -std=c++11 -fvisibility=hidden -DLIB_EXPORTS $(COMMON) $(CFLAGS) $(OBJS) src/yolo_v2_class.cpp -o $@ $(LDFLAGS)
+
+$(APPNAMESO): $(LIBNAMESO) include/yolo_v2_class.hpp src/yolo_console_dll.cpp
+	$(CPP) -std=c++11 $(COMMON) $(CFLAGS) -o $@ src/yolo_console_dll.cpp $(LDFLAGS) -L ./ -l:$(LIBNAMESO)
+endif
+
+$(EXEC): $(OBJS)
+	$(CPP) -std=c++11 $(COMMON) $(CFLAGS) $^ -o $@ $(LDFLAGS)
+
+$(OBJDIR)%.o: %.c $(DEPS)
+	$(CC) $(COMMON) $(CFLAGS) -c $< -o $@
+
+$(OBJDIR)%.o: %.cpp $(DEPS)
+	$(CPP) -std=c++11 $(COMMON) $(CFLAGS) -c $< -o $@
+
+$(OBJDIR)%.o: %.cu $(DEPS)
+	$(NVCC) $(ARCH) $(COMMON) --compiler-options "$(CFLAGS)" -c $< -o $@
+
+$(OBJDIR):
+	mkdir -p $(OBJDIR)
+backup:
+	mkdir -p backup
+results:
+	mkdir -p results
+setchmod:
+	chmod +x *.sh
+
+.PHONY: clean
+
+clean:
+	rm -rf $(OBJS) $(EXEC) $(LIBNAMESO) $(APPNAMESO)

darknet/build/darknet/darknet.sln

+
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio 14
+VisualStudioVersion = 14.0.25420.1
+MinimumVisualStudioVersion = 10.0.40219.1
+Project("{8BC9CEB8-8B4A-11D0-8D11-00A0C91BC942}") = "darknet", "darknet.vcxproj", "{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}"
+EndProject
+Global
+	GlobalSection(SolutionConfigurationPlatforms) = preSolution
+		Debug|Win32 = Debug|Win32
+		Debug|x64 = Debug|x64
+		Release|Win32 = Release|Win32
+		Release|x64 = Release|x64
+	EndGlobalSection
+	GlobalSection(ProjectConfigurationPlatforms) = postSolution
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Debug|Win32.ActiveCfg = Debug|Win32
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Debug|Win32.Build.0 = Debug|Win32
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Debug|x64.ActiveCfg = Debug|x64
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Debug|x64.Build.0 = Debug|x64
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Release|Win32.ActiveCfg = Release|Win32
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Release|Win32.Build.0 = Release|Win32
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Release|x64.ActiveCfg = Release|x64
+		{4CF5694F-12A5-4012-8D94-9A0915E9FEB5}.Release|x64.Build.0 = Release|x64
+	EndGlobalSection
+	GlobalSection(SolutionProperties) = preSolution
+		HideSolutionNode = FALSE
+	EndGlobalSection
+EndGlobal

darknet/build/darknet/x64/calc_anchors.cmd

+rem # How to calculate Yolo v2 anchors using K-means++
+
+
+darknet.exe detector calc_anchors data/voc.data -num_of_clusters 9 -width 416 -height 416
+
+
+rem darknet.exe detector calc_anchors data/voc.data -num_of_clusters 9 -width 416 -height 416 -show
+
+
+
+
+pause

darknet/build/darknet/x64/calc_mAP.cmd

+rem # How to calculate mAP (mean average precision)
+
+
+rem darknet.exe detector map cfg/voc.data cfg/yolov2-tiny-voc.cfg yolov2-tiny-voc.weights -points 11
+
+
+darknet.exe detector map cfg/voc.data cfg/yolov2-voc.cfg yolo-voc.weights -points 11
+
+
+
+pause