glob

author: junjie.jiang

Desription

Wrapper of python glob.glob

The parameters are consistent with it.

Code Example

Example

from towhee import DataLoader, pipe, ops
p = (
    pipe.input('image_path')
    .map('image_path', 'image', ops.image_decode.cv2())
    .map('image', 'vec', ops.image_embedding.timm(model_name='resnet50'))
    .output('vec')

)

for data in DataLoader(ops.data_source.glob('./*.jpg')):
    print(p(data).to_list(kv_format=True))

# batch
for data in DataLoader(ops.data_source.glob('./*.jpg'), batch_size=10):
    p.batch(data)

More Resources

• Open Source Vector Database & More | Zilliz: Access our Open Source Vector Database & other AI infrastructure solutions from the original Milvus creators & other popular OS technologies.
• Persistent Vector Storage for LlamaIndex - Zilliz blog: Discover the benefits of Persistent Vector Storage and optimize your data storage strategy.
• Milvus | Open-source Vector Databse created by Zilliz: Milvus, built by the Zilliz team, is a high-performance open-source vector database designed to handle billions of vectors for AI applications.
• Resources | Zilliz: Zilliz is a cloud-native vector database that solves the challenges of storing vectors at scale. Visit our website to see our latest whitepapers.
• About Zilliz | Zilliz: Vector database
• Feder Case | Zilliz: Feder case demo - Zilliz