v1.5

Release candidate for merging to master.

CMakeLists.txt

@@ -3,5 +3,5 @@ project( MotionWatch )
 find_package( OpenCV REQUIRED )
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++17 -pthread")
 include_directories( ${OpenCV_INCLUDE_DIRS} )
-add_executable( mow src/main.cpp src/common.cpp src/mo_detect.cpp src/obj_detect.cpp )
+add_executable( mow src/main.cpp src/common.cpp src/mo_detect.cpp )
 target_link_libraries( mow ${OpenCV_LIBS} )

README.md

@@ -45,20 +45,15 @@ buff_dir = /tmp/ramdisk/cam_name
 # recommend to use a ramdisk tempfs for this since this directory is used
 # for lots of writes.
 #
-color_threshold = 8
-# the color levels in each pixel of the camera stream can range from 0-255.
-# in an ideal world the color differences in between frames should be 0 if
-# there is no motion but must cameras can't do this. the threshold value
-# here is used to filter if the pixels are truly different.
+consec_threshold = 512
+# motion is detected by comparing each frame in the camera feed for
+# differences in the pixels. this value determine how many consecutive
+# pixels need to different or how large the suspect object in motion
+# needs to be.
 #
-block_threshold = 3456
-# this application detects motion by loading frames from the camera and
-# then compare the pixels of each back to back frame for any significant
-# differences between the pixels based on color_threshold. it loads the
-# pixels of each frame in blocks. the size of the blocks are adjustable
-# below. it counts how many pixels are different in the block and this is
-# used to tell if the footage has motion if the different pixel count
-# exceeds it.
+block_threshold = 1024
+# this value tells the application how many "lines" of pixels need to
+# exceed consec_threshold before being considered motion.
 #
 block_x = 64
 # this is the x coordinate size or horizontal size of a block of pixels

etc/classes.txt

@@ -1,80 +0,0 @@
-person
-bicycle
-car
-motorbike
-aeroplane
-bus
-train
-truck
-boat
-traffic light
-fire hydrant
-stop sign
-parking meter
-bench
-bird
-cat
-dog
-horse
-sheep
-cow
-elephant
-bear
-zebra
-giraffe
-backpack
-umbrella
-handbag
-tie
-suitcase
-frisbee
-skis
-snowboard
-sports ball
-kite
-baseball bat
-baseball glove
-skateboard
-surfboard
-tennis racket
-bottle
-wine glass
-cup
-fork
-knife
-spoon
-bowl
-banana
-apple
-sandwich
-orange
-broccoli
-carrot
-hot dog
-pizza
-donut
-cake
-chair
-sofa
-pottedplant
-bed
-diningtable
-toilet
-tvmonitor
-laptop
-mouse
-remote
-keyboard
-cell phone
-microwave
-oven
-toaster
-sink
-refrigerator
-book
-clock
-vase
-scissors
-teddy bear
-hair drier
-toothbrush

install.sh

@@ -1,6 +1,3 @@
 #!/bin/sh
 
-mkdir -p /etc/mow
-cp ./etc/yolov5s.onnx /etc/mow/yolov5s.onnx
-cp ./etc/classes.txt /etc/mow/classes.txt
 cp ./.build-mow/mow /usr/bin/mow

src/common.cpp

@@ -140,18 +140,6 @@ string genDstFile(const string &dirOut, const char *fmt, const string &ext)
     return cleanDir(dirOut) + string("/") + genTimeStr(fmt) + ext;
 }
 
-string genTmpFile(const string &dirOut, const string &ext, shared_t *share)
-{
-    createDirTree(cleanDir(dirOut));
-
-    if (share->tmpId == 9999999)
-    {
-        share->tmpId = 0;
-    }
-
-    return cleanDir(dirOut) + string("/") + to_string(share->tmpId++) + ext;
-}
-
 Mat toGray(const Mat &src)
 {
     Mat ret;
@@ -181,21 +169,6 @@ void rdLine(const string &param, const string &line, int *value)
     }
 }
 
-vector<string> loadClassList()
-{
-    vector<string> ret;
-
-    ifstream ifs("/etc/mow/classes.txt");
-    string   line;
-
-    while (getline(ifs, line))
-    {
-        ret.push_back(line);
-    }
-
-    return ret;
-}
-
 bool rdConf(shared_t *share)
 {
     ifstream varFile(share->conf.c_str());
@@ -215,20 +188,15 @@ bool rdConf(shared_t *share)
         share->postCmd.clear();
         share->buffDir.clear();
 
-        share->colorThresh  = 5;
+        share->consecThresh = 512;
         share->secs         = 60;
         share->blockX       = 32;
         share->blockY       = 32;
-        share->blockThresh  = 900;
+        share->blockThresh  = 1024;
         share->maxDays      = 5;
         share->vidExt       = "mp4";
         share->recLoopWait  = false;
         share->skipCmd      = false;
-        share->network      = dnn::readNet("/etc/mow/yolov5s.onnx");
-        share->classNames   = loadClassList();
-
-        share->network.setPreferableBackend(dnn::DNN_BACKEND_OPENCV);
-        share->network.setPreferableTarget(dnn::DNN_TARGET_CPU);
 
         do
         {
@@ -239,7 +207,7 @@ bool rdConf(shared_t *share)
                 rdLine("recording_stream = ", line, &share->recordUrl);
                 rdLine("output_dir = ",       line, &share->outDir);
                 rdLine("post_cmd = ",         line, &share->postCmd);
-                rdLine("color_threshold = ",  line, &share->colorThresh);
+                rdLine("consec_threshold = ", line, &share->consecThresh);
                 rdLine("duration = ",         line, &share->secs);
                 rdLine("buff_dir = ",         line, &share->buffDir);
                 rdLine("block_x = ",          line, &share->blockX);
@@ -266,6 +234,9 @@ bool rdConf(shared_t *share)
 
         new thread(enforceMaxDays, share);
 
+        createDirTree(cleanDir(share->buffDir));
+        system(string("touch " + cleanDir(share->buffDir) + "/stat").c_str());
+
         share->retCode = 0;
     }
 
@@ -336,10 +307,10 @@ string parseForParam(const string &arg, int argc, char** argv, bool argOnly)
 
 void statOut(shared_t *share)
 {
-    createDirTree(cleanDir(share->buffDir));
+    system(string("touch " + cleanDir(share->buffDir) + "/stat").c_str());
 
     auto path = string(cleanDir(share->buffDir) + "/stat");
-    auto fd   = open(path.c_str(), O_WRONLY);
+    auto fd   = open(path.c_str(), fstream::out | fstream::trunc);
 
     write(fd, share->stat.c_str(), share->stat.size() + 1);
     close(fd);

src/common.h

@@ -37,36 +37,29 @@ using namespace std;
 using namespace std::filesystem;
 
 #define BUF_SZ  10
-#define APP_VER "1.4.t7"
+#define APP_VER "1.5"
 
 struct shared_t
 {
-    vector<string> classNames;
-    dnn::Net       network;
-    string         stat;
-    string         recordUrl;
-    string         outDir;
-    string         postCmd;
-    string         conf;
-    string         buffDir;
-    string         concatTxtTmp;
-    string         concatShTmp;
-    string         createShTmp;
-    string         vidExt;
-    bool           init;
-    bool           recLoopWait;
-    bool           skipCmd;
-    int            tmpId;
-    int            colorThresh;
-    int            secs;
-    int            blockThresh;
-    int            blockX;
-    int            blockY;
-    int            maxDays;
-    int            retCode;
+    string stat;
+    string recordUrl;
+    string outDir;
+    string postCmd;
+    string conf;
+    string buffDir;
+    string vidExt;
+    bool   init;
+    bool   recLoopWait;
+    bool   skipCmd;
+    int    consecThresh;
+    int    secs;
+    int    blockThresh;
+    int    blockX;
+    int    blockY;
+    int    maxDays;
+    int    retCode;
 };
 
-string         genTmpFile(const string &dirOut, const string &ext, shared_t *share);
 string         genDstFile(const string &dirOut, const char *fmt, const string &ext);
 string         genTimeStr(const char *fmt);
 string         cleanDir(const string &path);
@@ -84,6 +77,5 @@ bool           rdConf(shared_t *share);
 bool           capPair(Mat &prev, Mat &next, VideoCapture &capture, shared_t *share);
 Mat            toGray(const Mat &src);
 vector<string> lsFilesInDir(const string &path, const string &ext);
-vector<string> loadClassList();
 
 #endif // COMMON_H

src/main.cpp

@@ -11,7 +11,6 @@
 //    GNU General Public License for more details.
 
 #include "mo_detect.h"
-#include "obj_detect.h"
 
 void detectLoop(shared_t *share)
 {
@@ -23,25 +22,15 @@ void detectLoop(shared_t *share)
 
         if ((bufFiles.size() >= 2) || (share->recLoopWait && !bufFiles.empty()))
         {
-            Rect blockArea;
-            Mat  blockImg;
-
             auto fullPath = cleanDir(share->buffDir) + "/" + bufFiles[0];
 
             share->stat.clear();
 
-            if (moDetect(fullPath, &blockArea, &blockImg, share))
+            if (moDetect(fullPath, share))
             {
-                if (objectInImage(blockImg, blockArea, share))
-                {
-                    share->skipCmd = true;
+                share->skipCmd = true;
 
-                    wrOut(fullPath, share);
-                }
-                else
-                {
-                    remove(fullPath.c_str());
-                }
+                wrOut(fullPath, share);
             }
             else
             {
@@ -108,7 +97,6 @@ int main(int argc, char** argv)
     else
     {
         sharedRes.retCode     = 0;
-        sharedRes.tmpId       = 0;
         sharedRes.recLoopWait = false;
         sharedRes.skipCmd     = false;
         sharedRes.init        = true;

src/mo_detect.cpp

@@ -14,33 +14,30 @@
 
 bool pixDiff(const uchar &pixA, const uchar &pixB, shared_t *share)
 {
-    auto diff = 0;
+    if (pixA > pixB) return true;
+    if (pixB > pixA) return true;
 
-    if (pixA > pixB) diff = pixA - pixB;
-    if (pixB > pixA) diff = pixB - pixA;
-
-    if (diff < share->colorThresh)
-    {
-        diff = 0;
-    }
-
-    return diff != 0;
+    return false;
 }
 
-void secDiff(const Mat &imgA, const Mat &imgB, int rows, int cols, int rowOffs, int colOffs, vector<sec_t> *results, mutex *secMutex, shared_t *share)
+void secDiff(const Mat &imgA, const Mat &imgB, int id, int rows, int cols, int rowOffs, int colOffs, vector<sec_t> *results, mutex *secMutex, shared_t *share)
 {
+    auto diff = 0;
     auto pnts = 0;
 
-    for (auto y = rowOffs; y < rows; y++)
+    for (auto y = rowOffs; y < (rowOffs + rows); y++)
     {
-        for (auto x = colOffs; x < cols; x++)
+        for (auto x = colOffs; x < (colOffs + cols); x++)
         {
             auto pixA = imgA.at<uchar>(Point(x, y));
             auto pixB = imgB.at<uchar>(Point(x, y));
 
-            if (pixDiff(pixA, pixB, share))
+            if (pixDiff(pixA, pixB, share)) pnts += 1;
+            else                            pnts  = 0;
+
+            if (pnts >= share->consecThresh)
             {
-                pnts += 1;
+                diff += 1;
             }
         }
     }
@@ -51,27 +48,28 @@ void secDiff(const Mat &imgA, const Mat &imgB, int rows, int cols, int rowOffs,
     res.y       = rowOffs;
     res.xSize   = cols;
     res.ySize   = rows;
-    res.pixDiff = pnts;
+    res.pixDiff = diff;
+    res.id      = id;
 
     lock_guard<mutex> guard(*secMutex);
 
     results->push_back(res);
 }
 
-bool imgDiff(const Mat &prev, const Mat &next, Rect *block, shared_t *share)
+bool imgDiff(const Mat &prev, const Mat &next, shared_t *share)
 {
-    auto moInBlock = false;
-
     vector<thread> threads;
     vector<sec_t>  results;
     mutex          secMutex;
 
+    auto id = 0;
+
     for (auto x = 0; x < prev.cols; x += share->blockX)
     {
         // spawn all of the block motion detection threads.
-        for (auto y = 0; y < prev.rows; y += share->blockY)
+        for (auto y = 0; y < prev.rows; y += share->blockY, id += 1)
         {
-            threads.push_back(thread(secDiff, prev, next, share->blockY, share->blockX, y, x, &results, &secMutex, share));
+            threads.push_back(thread(secDiff, prev, next, id, share->blockY, share->blockX, y, x, &results, &secMutex, share));
         }
     }
 
@@ -91,13 +89,13 @@ bool imgDiff(const Mat &prev, const Mat &next, Rect *block, shared_t *share)
         auto x    = results[i].x;
         auto y    = results[i].y;
         auto diff = results[i].pixDiff;
+        auto id   = results[i].id;
 
-        share->stat += string("block_thread:")
-                    + " x="       + to_string(x)
-                    + " y="       + to_string(y)
-                    + " pixdiff=" + to_string(diff)
-                    + "\n";
-
+        if (diff > 0)
+        {
+            share->stat += string("block_thread:") + " id=" + to_string(id) + " diff=" + to_string(diff) + "\n";
+        }
+        
         if ((results[i].pixDiff >= share->blockThresh) && (results[i].pixDiff > maxPixDiff))
         {
             maxPixDiff = results[i].pixDiff;
@@ -105,25 +103,10 @@ bool imgDiff(const Mat &prev, const Mat &next, Rect *block, shared_t *share)
         }
     }
 
-    if (maxPixDiff >= share->blockThresh)
-    {
-        // return true on this function with the block with the
-        // high pixDiff value which should be at or exceeds
-        // the block_threshold set by the conf file.
-        auto res = results[blockPick];
-
-        block->x      = res.x;
-        block->y      = res.y;
-        block->height = res.ySize;
-        block->width  = res.xSize;
-
-        moInBlock = true;
-    }
-
-    return moInBlock;
+    return maxPixDiff >= share->blockThresh;
 }
 
-bool moDetect(const string &buffFile, Rect *block, Mat *img, shared_t *share)
+bool moDetect(const string &buffFile, shared_t *share)
 {
     auto mod = false;
 
@@ -134,15 +117,10 @@ bool moDetect(const string &buffFile, Rect *block, Mat *img, shared_t *share)
         Mat prev;
         Mat next;
 
-        share->stat += "motion_detection-- clip_file - " + buffFile + "\n";
-
-        for (auto i = 0; capPair(prev, next, capture, share); ++i)
+        while (capPair(prev, next, capture, share))
         {
-            share->stat += "frame_pair-- " + to_string(i) + "\n";
-
-            if (imgDiff(toGray(prev), toGray(next), block, share))
+            if (imgDiff(toGray(prev), toGray(next), share))
             {
-                *img = next;
                 mod  = true; break;
             }
         }

src/mo_detect.h

@@ -17,6 +17,7 @@
 
 struct sec_t
 {
+    int id;
     int x;
     int y;
     int xSize;
@@ -24,9 +25,9 @@ struct sec_t
     int pixDiff;
 };
 
-void secDiff(const Mat &imgA, const Mat &imgB, int rows, int cols, int rowOffs, int colOffs, vector<sec_t> *results, mutex *secMutex, shared_t *share);
+void secDiff(const Mat &imgA, const Mat &imgB, int id, int rows, int cols, int rowOffs, int colOffs, vector<sec_t> *results, mutex *secMutex, shared_t *share);
 bool pixDiff(const uchar &pixA, const uchar &pixB, shared_t *share);
-bool imgDiff(const Mat &prev, const Mat &next, Rect *block, shared_t *share);
-bool moDetect(const string &buffFile, Rect *block, Mat *img, shared_t *share);
+bool imgDiff(const Mat &prev, const Mat &next, shared_t *share);
+bool moDetect(const string &buffFile, shared_t *share);
 
 #endif // MO_DETECT_H

src/obj_detect.cpp

@@ -1,64 +0,0 @@
-//    This file is part of Motion Watch.
-
-//    Motion Watch is free software: you can redistribute it and/or modify
-//    it under the terms of the GNU General Public License as published by
-//    the Free Software Foundation, either version 3 of the License, or
-//    (at your option) any later version.
-
-//    Motion Watch 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 General Public License for more details.
-
-#include "obj_detect.h"
-
-bool objectInImage(const Mat &src, const Rect &area, shared_t *share)
-{
-    // reference: https://github.com/doleron/yolov5-opencv-cpp-python/blob/main/cpp/yolo.cpp
-    Mat blockImage(src, area);
-    Mat blob;
-
-    dnn::blobFromImage(blockImage, blob, 1./255., Size(area.width, area.height), cv::Scalar(), true, false);
-
-    share->network.setInput(blob);
-
-    vector<Mat> outputs;
-
-    share->network.forward(outputs, share->network.getUnconnectedOutLayersNames());
-
-    float *data = (float *)outputs[0].data;
-
-    share->stat += "object_detection---\n";
-    share->stat += "     outputs_size=" + to_string(outputs.size()) + " looking_for_objects...\n";
-
-    for (int i = 0; i < 25200; ++i)
-    {
-        // confidence level data[4];
-        if (data[4] >= 0.4)
-        {
-            float *classesScores = data + 5;
-
-            Mat    scores(1, share->classNames.size(), CV_32FC1, classesScores);
-            Point  classId;
-            double maxClassScore;
-
-            minMaxLoc(scores, 0, &maxClassScore, 0, &classId);
-
-            share->stat += "     potential_object[confidence_level]=" + to_string(data[4]) + "\n";
-            share->stat += "     potential_object[class_score]=" + to_string(maxClassScore) + "\n";
-
-            if (maxClassScore > 0.2)
-            {
-                share->stat += "     object_confirmed\n";
-
-                return true;
-            }
-        }
-
-        data += 85;
-    }
-
-    share->stat += "     no_objects_found\n";
-
-    return false;
-}

src/obj_detect.h

@@ -1,20 +0,0 @@
-#ifndef OBJ_DETECT_H
-#define OBJ_DETECT_H
-
-//    This file is part of Motion Watch.
-
-//    Motion Watch is free software: you can redistribute it and/or modify
-//    it under the terms of the GNU General Public License as published by
-//    the Free Software Foundation, either version 3 of the License, or
-//    (at your option) any later version.
-
-//    Motion Watch 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 General Public License for more details.
-
-#include "common.h"
-
-bool objectInImage(const Mat &image, const Rect &area, shared_t *share);
-
-#endif // OBJ_DETECT_H