zjunlp / Ocean-FAISS

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 10 2026

Introduction of Ocean-FAISS

Model Details of Ocean-FAISS

Ocean-FAISS: Marine Image Retrieval Index

High-speed FAISS vector index and metadata for marine image retrieval using BioCLIP embeddings. Core component of the OceanGPT-X pipeline.

Repository Contents
Path Description
faiss/index.faiss Pre-built FAISS index containing BioCLIP feature vectors
faiss/id_map.json Mapping between FAISS internal IDs and dataset image IDs
metadata/metadata.jsonl Rich metadata for each indexed image (species, location, capture info)
Usage

Requires faiss-cpu or faiss-gpu .

import faiss
import json
import jsonlines

index = faiss.read_index("faiss/index.faiss")
with open("faiss/id_map.json", "r") as f:
    id_map = json.load(f)

# Query vector must match the embedding dimension of the index
query_vector = ...  # Shape: (1, dim), dtype: float32
D, I = index.search(query_vector, k=5)

# Retrieve metadata
with jsonlines.open("metadata/metadata.jsonl") as reader:
    metadata = {obj["id"]: obj for obj in reader}

for idx in I[0]:
    img_id = id_map[str(idx)]
    print(metadata.get(img_id, "Not found"))

Runs of zjunlp Ocean-FAISS on huggingface.co

0
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About Ocean-FAISS huggingface.co Model

More Ocean-FAISS license Visit here:

https://choosealicense.com/licenses/apache-2.0

Ocean-FAISS huggingface.co

Ocean-FAISS huggingface.co is an AI model on huggingface.co that provides Ocean-FAISS's model effect (), which can be used instantly with this zjunlp Ocean-FAISS model. huggingface.co supports a free trial of the Ocean-FAISS model, and also provides paid use of the Ocean-FAISS. Support call Ocean-FAISS model through api, including Node.js, Python, http.

Ocean-FAISS huggingface.co Url

https://huggingface.co/zjunlp/Ocean-FAISS

zjunlp Ocean-FAISS online free

Ocean-FAISS huggingface.co is an online trial and call api platform, which integrates Ocean-FAISS's modeling effects, including api services, and provides a free online trial of Ocean-FAISS, you can try Ocean-FAISS online for free by clicking the link below.

zjunlp Ocean-FAISS online free url in huggingface.co:

https://huggingface.co/zjunlp/Ocean-FAISS

Ocean-FAISS install

Ocean-FAISS is an open source model from GitHub that offers a free installation service, and any user can find Ocean-FAISS on GitHub to install. At the same time, huggingface.co provides the effect of Ocean-FAISS install, users can directly use Ocean-FAISS installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Ocean-FAISS install url in huggingface.co:

https://huggingface.co/zjunlp/Ocean-FAISS

Url of Ocean-FAISS

Ocean-FAISS huggingface.co Url

Provider of Ocean-FAISS huggingface.co

zjunlp
ORGANIZATIONS

Other API from zjunlp

huggingface.co

Total runs: 1.1K
Run Growth: 363
Growth Rate: 33.21%
Updated:March 04 2024
huggingface.co

Total runs: 589
Run Growth: -601
Growth Rate: -102.04%
Updated:March 04 2024
huggingface.co

Total runs: 36
Run Growth: -50
Growth Rate: -138.89%
Updated:May 06 2024
huggingface.co

Total runs: 16
Run Growth: -14
Growth Rate: -87.50%
Updated:March 21 2023
huggingface.co

Total runs: 11
Run Growth: 0
Growth Rate: 0.00%
Updated:October 01 2025
huggingface.co

Total runs: 10
Run Growth: 3
Growth Rate: 30.00%
Updated:October 01 2025
huggingface.co

Total runs: 3
Run Growth: 0
Growth Rate: 0.00%
Updated:July 28 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:December 22 2022
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:December 07 2024
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:June 09 2025
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:February 17 2023