reid from https://github.com/michuanhaohao/reid-strong-baseline
zhangmeng
2020-01-10 fb4db8878a2d7581475d0dc275bd6be986f128f4
debug split
2个文件已添加
3个文件已修改
230 ■■■■■ 已修改文件
csrc/reid.cpp 7 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
go.mod 16 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
go.sum 68 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
goreid.go 10 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
run.go 129 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
csrc/reid.cpp
@@ -4,13 +4,8 @@
#include <stdexcept>
// #include <cuda_runtime_api.h>
#include <torch/torch.h>
#include <opencv2/core/core.hpp>
#include <opencv2/highgui/highgui.hpp>
#include "opencv2/imgproc/imgproc.hpp"
#include "opencv2/opencv.hpp"
#include "opencv2/videoio/videoio.hpp"
#include "opencv2/video.hpp"
using namespace std;
reid::reid(const int gpu_index, const char *module_path)
:is_gpu_(gpu_index >= 0)
,start_(false)
go.mod
@@ -1,3 +1,19 @@
module reid
go 1.12
require (
    basic.com/libgowrapper/sdkhelper.git v0.0.0-20200110053136-671903fa96fa
    basic.com/libgowrapper/sdkstruct.git v0.0.0-20191220011601-e0b3d1f0183c // indirect
    basic.com/pubsub/protomsg.git v0.0.0-20200108123410-063a805b2573
    basic.com/valib/deliver.git v0.0.0-20190927081905-2d390df9ede3
    basic.com/valib/gogpu.git v0.0.0-20190711044327-62043b070865
    basic.com/valib/shm.git v0.0.0-20191029034255-156e610f9bca // indirect
    github.com/gogo/protobuf v1.3.1
    github.com/gorilla/websocket v1.4.1 // indirect
    golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3 // indirect
    golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135 // indirect
    google.golang.org/grpc v1.26.0 // indirect
    honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc // indirect
    nanomsg.org/go-mangos v1.4.0 // indirect
)
go.sum
New file
@@ -0,0 +1,68 @@
basic.com/libgowrapper/sdkhelper.git v0.0.0-20200110053136-671903fa96fa h1:w0456cbs6SeLuala9MuzIveiBM6s1xwAThofzfPbPfU=
basic.com/libgowrapper/sdkhelper.git v0.0.0-20200110053136-671903fa96fa/go.mod h1:eBHanxa92Srb5c/OmupgcAZmLC3Et5HMp9JsebHAIC4=
basic.com/libgowrapper/sdkstruct.git v0.0.0-20191220011601-e0b3d1f0183c h1:maWYZw9iSQUuN1jbDxgi9IvKrCD97tiTCv8PkLArZ/I=
basic.com/libgowrapper/sdkstruct.git v0.0.0-20191220011601-e0b3d1f0183c/go.mod h1:bNdkzVVGY+oQEcaYN9VlyIK/03WB3NQNQApjiPJjIag=
basic.com/pubsub/protomsg.git v0.0.0-20200108123410-063a805b2573 h1:0CkBMLT0OrdC6PIWnpkHxPBMPGayyjIN45NeEOeL+ZA=
basic.com/pubsub/protomsg.git v0.0.0-20200108123410-063a805b2573/go.mod h1:un5NV5VWQoblVLZfx1Rt5vyLgwR0jI92d3VJhfrJhWU=
basic.com/valib/deliver.git v0.0.0-20190927081905-2d390df9ede3 h1:VY23IpugB/FsU2hSnVeLjZKX5cSgNmhcSEiw6vxX+bg=
basic.com/valib/deliver.git v0.0.0-20190927081905-2d390df9ede3/go.mod h1:bkYiTUGzckyNOjAgn9rB/DOjFzwoSHJlruuWQ6hu6IY=
basic.com/valib/gogpu.git v0.0.0-20190711044327-62043b070865 h1:3XvkNdRlJDXV45ie8U0uGA9ImJZtyTT0C/h+4Rizv0Y=
basic.com/valib/gogpu.git v0.0.0-20190711044327-62043b070865/go.mod h1:yxux5RP4A6a591vWljXxGlHdERVVyWDD3TwwQjuyogw=
basic.com/valib/shm.git v0.0.0-20191029034255-156e610f9bca h1:Y2Lgpxx5Tq0nKSAaB00F4piJhljMgPpfsBGQ2qpEloE=
basic.com/valib/shm.git v0.0.0-20191029034255-156e610f9bca/go.mod h1:yYRM7bM9y0KKd4IfNt3myjsvkFVFIIWNjsvK14tNbq4=
cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
github.com/gogo/protobuf v1.3.1 h1:DqDEcV5aeaTmdFBePNpYsp3FlcVH/2ISVVM9Qf8PSls=
github.com/gogo/protobuf v1.3.1/go.mod h1:SlYgWuQ5SjCEi6WLHjHCa1yvBfUnHcTbrrZtXPKa29o=
github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
github.com/golang/protobuf v1.3.2 h1:6nsPYzhq5kReh6QImI3k5qWzO4PEbvbIW2cwSfR/6xs=
github.com/golang/protobuf v1.3.2/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
github.com/gorilla/websocket v1.4.1 h1:q7AeDBpnBk8AogcD4DSag/Ukw/KV+YhzLj2bP5HvKCM=
github.com/gorilla/websocket v1.4.1/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
github.com/kisielk/errcheck v1.2.0/go.mod h1:/BMXB+zMLi60iA8Vv6Ksmxu/1UDYcXs4uQLJ+jE2L00=
github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc=
golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
golang.org/x/net v0.0.0-20190311183353-d8887717615a h1:oWX7TPOiFAMXLq8o0ikBYfCJVlRHBcsciT5bXOrH628=
golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a h1:1BGLXjeY4akVXGgbC9HugT3Jv3hCI0z56oJR5vAMgBU=
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
golang.org/x/text v0.3.0 h1:g61tztE5qeGQ89tm6NTjjM9VPIm088od1l6aSorWRWg=
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
golang.org/x/tools v0.0.0-20181030221726-6c7e314b6563/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY=
golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs=
golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM=
google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4=
google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc=
google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55 h1:gSJIx1SDwno+2ElGhA4+qG2zF97qiUzTM+rQ0klBOcE=
google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc=
google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
google.golang.org/grpc v1.26.0 h1:2dTRdpdFEEhJYQD8EMLB61nnrzSCTbG38PhqdhvOltg=
google.golang.org/grpc v1.26.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
nanomsg.org/go-mangos v1.4.0 h1:pVRLnzXePdSbhWlWdSncYszTagERhMG5zK/vXYmbEdM=
nanomsg.org/go-mangos v1.4.0/go.mod h1:MOor8xUIgwsRMPpLr9xQxe7bT7rciibScOqVyztNxHQ=
goreid.go
@@ -1,11 +1,11 @@
package goreid
package main
/*
#cgo CFLAGS: -I${SRCDIR}/sdk/include -I${SRCDIR}/opencv-4.0.1/include/opencv4 -I${SRCDIR}/sdk/include/torch/csrc/api/include -I${SRCDIR}/csrc -w -g
#cgo CXXFLAGS: -I${SRCDIR}/sdk/include -I${SRCDIR}/opencv-4.0.1/include/opencv4 -I${SRCDIR}/sdk/include/torch/csrc/api/include -I${SRCDIR}/csrc -w -g -std=c++11
#cgo CFLAGS: -I${SRCDIR}/sdk/include -I${SRCDIR}/thirdparty/include/opencv4 -I${SRCDIR}/sdk/include/torch/csrc/api/include -I${SRCDIR}/csrc -w -g
#cgo CXXFLAGS: -I${SRCDIR}/sdk/include -I${SRCDIR}/thirdparty/include/opencv4 -I${SRCDIR}/sdk/include/torch/csrc/api/include -I${SRCDIR}/csrc -w -g -std=c++11
#cgo LDFLAGS: -Wl,-rpath,${SRCDIR}/sdk/lib
#cgo LDFLAGS: -L${SRCDIR}/sdk/lib -ltorch -lc10 -lc10_cuda -lcudart -lgomp -lnvToolsExt
#cgo LDFLAGS: -L${SRCDIR}/opencv-4.0.1/lib -lopencv_core -lopencv_imgproc
#cgo LDFLAGS: -L${SRCDIR}/thirdparty/lib -lopencv_core -lopencv_imgproc
#cgo LDFLAGS: -ldl -lpthread
#include <stdlib.h>
@@ -24,7 +24,7 @@
}
// NewReID new reid
func NewReID(gpu int, module string) *ReID {
func NewSDK(gpu int, module string) *ReID {
    cmodule := C.CString(module)
    defer C.free(unsafe.Pointer(cmodule))
    h := C.create_reid(C.int(gpu), cmodule)
run.go
New file
@@ -0,0 +1,129 @@
package main
import (
    "context"
    "unsafe"
    "basic.com/libgowrapper/sdkhelper.git"
    "basic.com/valib/gogpu.git"
    "basic.com/pubsub/protomsg.git"
    "basic.com/valib/deliver.git"
    "github.com/gogo/protobuf/proto"
)
type reid struct {
    handle   *ReID
    list     *sdkhelper.LockList
    fnLogger func(...interface{})
    ipc string
}
// Create Reid
func Create(config string, typ, id string, gpu int, shm bool, ipc2Rule string, ruleMaxSize int, fn func(...interface{}), reserved map[string]interface{}) interface{} {
    cfg, err := sdkhelper.ReadConfig(config)
    if err != nil {
        fn("Reid SDK Create Error When Read Config: ", err)
        return nil
    }
    sModel, sGPU, sIPC :=
        "reid-model",
        "gpu-memory",
        "ipc-url"
    params := []string{sModel, sGPU, sIPC}
    for _, v := range params {
        if _, ok := cfg.Param[v]; !ok {
            fn("Reid SDK Create Error Because of Param Not Found: ", v)
            return nil
        }
    }
    gpuM := sdkhelper.Atoi(cfg.Param[sGPU])
    rGPU := 0
    if rGPU == -1 {
        rGPU = gogpu.ValidGPU(gpuM + 512)
    }
    if rGPU == -1 {
        fn("Reid SDK Create Error When Find GPU")
        return nil
    }
    rGPU = 0
    handle := NewSDK(rGPU, cfg.Param[sModel])
    if handle == nil {
        fn("Reid SDK Create Error When New SDK")
        return nil
    }
    return &reid{
        handle:   handle,
        list:     sdkhelper.NewLockList(6),
        fnLogger: fn,
        ipc: cfg.Param[sIPC],
    }
}
// Run run
func Run(ctx context.Context, i interface{}) {
    s := i.(*reid)
    c := deliver.NewClient(deliver.ReqRep, s.ipc)
    var msg []byte
    var err error
    for {
        select {
        case <-ctx.Done():
            return
        default:
            msg, err = c.Recv()
            if err != nil {
                s.fnLogger("REID~~~~~~Recv Image Error : ", err)
                continue
            }
            i := &protomsg.Image{}
            err := proto.Unmarshal(msg, i)
            if err != nil {
                s.fnLogger("REID~~~~~~protobuf decode CameraImage error: ", err)
                continue
            }
            if i.Data == nil {
                s.fnLogger("REID~~~~~~protomsg.Image data null")
                continue
            }
            feat := s.handle.Extract2(unsafe.Pointer(&i.Data[0]), int(i.Width), int(i.Height), 3)
            if feat == nil {
            }
            buf := float32SliceAsByteSlice(feat)
            c.Send(buf)
        }
    }
}
func float32SliceAsByteSlice(src []float32) []byte {
    if len(src) == 0 {
        return nil
    }
    l := len(src) * 4
    ptr := unsafe.Pointer(&src[0])
    // It is important to keep in mind that the Go garbage collector
    // will not interact with this data, and that if src if freed,
    // the behavior of any Go code using the slice is nondeterministic.
    // Reference: https://github.com/golang/go/wiki/cgo#turning-c-arrays-into-go-slices
    return (*[1 << 26]byte)((*[1 << 26]byte)(ptr))[:l:l]
}