Sort the search results of Shotit to increase the correctness of Top1 result by using Keras and Faiss.
> docker pull ghcr.io/shotit/shotit-sorter:v0.9.3
> docker run --name my-shotit-sorter -p 19532:19532 ghcr.io/shotit/shotit-sorter:v0.9.3
> python -m venv venv
> cd venv/Scripts
> activate
> cd ../..
> python -m pip install -r requirements.txt
> python -m uvicorn main:app --port 19532
| parameters | structure | content-type |
|---|---|---|
| candidates | {"candidates": [{"image": "url"}]} | application/json |
| target | Blob || Stream | - |
curl --location 'http://127.0.0.1:19532/sort' \
--form 'candidates="{
\"candidates\": [
{
\"image\": \"https://i.ibb.co/JCj5T41/big-buck-bunny-1.png\"
},
{
\"image\": \"https://i.ibb.co/HHJPP3R/big-buck-bunny-2.png\"
},
{
\"image\": \"https://i.ibb.co/LPR0gb7/big-buck-bunny-3.png\"
},
{
\"image\": \"https://i.ibb.co/qnwfks9/big-buck-bunny-4.png\"
},
{
\"image\": \"https://i.ibb.co/56nvNHD/big-buck-bunny-5.png\"
},
{
\"image\": \"https://i.ibb.co/jM3657F/big-buck-bunny-6.png\"
},
{
\"image\": \"https://i.ibb.co/ZhDQshx/big-buck-bunny-7.png\"
},
{
\"image\": \"https://i.ibb.co/0h5gD7y/big-buck-bunny-8.png\"
},
{
\"image\": \"https://i.ibb.co/XV54Rk7/big-buck-bunny-9.png\"
},
{
\"image\": \"https://i.ibb.co/KGwVkqy/big-buck-bunny-10.png\"
},
{
\"image\": \"https://i.ibb.co/J7v6p24/big-buck-bunny-11.png\"
}
]
}";type=application/json' \
--form 'target=@"/D:/yourpath/big-buck-bunny-10.png"'{
result: [
{
"image": "https://i.ibb.co/KGwVkqy/big-buck-bunny-10.png"
},
{
"image": "https://i.ibb.co/qnwfks9/big-buck-bunny-4.png"
},
{
"image": "https://i.ibb.co/HHJPP3R/big-buck-bunny-2.png"
},
{
"image": "https://i.ibb.co/XV54Rk7/big-buck-bunny-9.png"
},
{
"image": "https://i.ibb.co/ZhDQshx/big-buck-bunny-7.png"
},
{
"image": "https://i.ibb.co/0h5gD7y/big-buck-bunny-8.png"
},
{
"image": "https://i.ibb.co/LPR0gb7/big-buck-bunny-3.png"
},
{
"image": "https://i.ibb.co/J7v6p24/big-buck-bunny-11.png"
},
{
"image": "https://i.ibb.co/56nvNHD/big-buck-bunny-5.png"
},
{
"image": "https://i.ibb.co/jM3657F/big-buck-bunny-6.png"
},
{
"image": "https://i.ibb.co/JCj5T41/big-buck-bunny-1.png"
}
]
}