SpindleNet

[punkyoon]

SpindleNet

• 3DPes
• cuhk01
• cuhk02
• cuhk03
• SenseReID
• Shinpuhkan2014
• psdb
• i-LIDS
• Market-1501
• VIPeR
• PRID

[punkyoon]

Download large file from google drive using python script

from_google_drive.py

import requests

def download_file_from_google_drive(id, destination):
    def get_confirm_token(response):
        for key, value in list(response.cookies.items()):
            if key.startswith('download_warning'):
                return value

        return None

    def save_response_content(response, destination):
        CHUNK_SIZE = 32768

        with open(destination, "wb") as f:
            for chunk in response.iter_content(CHUNK_SIZE):
                if chunk: # filter out keep-alive new chunks
                    f.write(chunk)

    URL = "https://docs.google.com/uc?export=download"

    session = requests.Session()

    response = session.get(URL, params = { 'id' : id }, stream = True)
    token = get_confirm_token(response)

    if token:
        params = { 'id' : id, 'confirm' : token }
        response = session.get(URL, params = params, stream = True)
    save_response_content(response, destination)


if __name__ == "__main__":
    import sys
    if len(sys.argv) is not 3:
        print("Usage: python google_drive.py drive_file_id destination_file_path")
    else:
        # TAKE ID FROM SHAREABLE LINK
        file_id = sys.argv[1]
        # DESTINATION FILE ON YOUR DISK
        destination = sys.argv[2]
        download_file_from_google_drive(file_id, destination)

source code from stackoverflow

[punkyoon]

17.9.30 현재 SpindleNet/data/format_cuhk03.py에 심각한 문제가 발생하고 있다..

[punkyoon]

각 dataset의 폴더 이름

• cuhk01: cuhk01
• cuhk02: cuhk02
• cuhk03: cuhk03_release
• PRID: prid
• psdb: psdb
• VIPeR: VIPeR
• 3DPeS: 3DPeS
• Shinpuhkan: shinpuhkan
• SenseReID: SenseReID
• Market-1501: Market-1501-v15.09.15
• I-LIDS: ilids

[juice500ml]

https://github.com/rbgirshick/fast-rcnn
그냥 caffe를 빌드하면 안되고 저 브랜치에 있는걸 빌드해야하네요.

train_head.sh 부터 쭉 에러납니다! (rbgirshick/py-faster-rcnn#579)

[punkyoon]

https://github.com/yokattame/caffe 에 있는 것을 cmake로 build 하기..^^;;

[punkyoon]

protobuf 3.3.0 버전이 설치된 것을 확인했지만, 스크립트를 실행할 때마다 protobuf 2.5 버전이 설치되어 있다고 나오면서 에러가 발생중이다..

==========================

python protobuf의 버전을 낮추면 된다...

local에 설치된 불쌍한 libprotoc-dev를 괴롭히지 말자............ 😢

[punkyoon]

SpindleNet Requirements

1. Python 2.7
2. Custom Caffe
3. protobuf 2.5.0

sudo pip2 install protobuf==2.5.0

4. opencv

sudo apt-get install libopencv-dev python-opencv

5. libprotoc-dev 2.5.0