ImageSearchVideo

An image search corresponds to a video application

After extracting videos into multiple images by frame, the extracted features of the images are converted into embeddings

Searching for Similar Images through Vector Search

1.install

docker

  $ git clone https://github.com/RebeccaDeng-133/ImageSearchVideo.git
docker-compose up -d

IPM

  zpm install imagesearchvideo
python3 -m pip install --target /usr/ImageSearchVideoPython opencv-python
python3 -m pip install --target /usr/ImageSearchVideoPython scikit-image
python3 -m pip install --target /usr/ImageSearchVideoPython nltk

2.Usage

 1.Visit the localhost:52773/csp/user/ImgSearchVideoIndex.csp
2.点击uploadvideo
Upload video (note: it takes some time, you can check if it is completed on the message tracking page, the test video was recorded by myself)

 3.Click search

   Upload images
4.The query result appears on the right side
Display video name/approximate time/similarity