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GitHub / rom1504 / image_embeddings
Using efficientnet to provide embeddings for retrieval
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rom1504%2Fimage_embeddings
Stars: 143
Forks: 32
Open Issues: 18
License: mit
Language: Jupyter Notebook
Repo Size: 16.2 MB
Dependencies:
34
Created: about 4 years ago
Updated: 29 days ago
Last pushed: about 1 year ago
Last synced: 21 days ago
Topics: computer-vision, efficientnet, embeddings, recommendation-system, representation-learning, retrieval
Files
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Readme
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Dependencies
- black ==19.3b0 test
- jupyter * test
- notebook * test
- pytest ==5.4.1 test
- pytest-cov ==2.8.1 test
- pytest-xdist ==1.31.0 test
requirements.txt
pypi
- dataclasses *
- efficientnet ==1.1.0
- faiss-cpu-noavx2 ==1.6.3
- fire *
- ipython ==7.16.1
- ipywidgets ==7.5.1
- numpy *
- pandas *
- pyarrow *
- tensorflow >=2.2,<3
- tensorflow_datasets *
setup.py
pypi
- dataclasses *
- efficientnet *
- faiss-cpu-noavx2 *
- fire *
- fire >=0.3
- ipython *
- ipywidgets *
- numpy *
- pandas >=1
- pyarrow >=0.14
- tensorflow >=2.2
- tensorflow_datasets *
.github/workflows/ci.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
.github/workflows/publish.yml
actions
- actions/checkout master composite
- actions/setup-python v1 composite
- pypa/gh-action-pypi-publish master composite