1adrianb / 1adrianb/face-alignment
Support for Batch Inference
- Lingua principale
- Python
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Descrizione
Hi and Thanks for the great package.
I wanted to ask if there is any support for inferring Landmarks of a batch of images? Each `fa.get_landmarks(image)` takes a really long time compared to something like DLib's landmark detector even on a GPU and I was hoping I could use batch processing to process a batch of images at once and remedy this issue a bit.
Thanks again.
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Direzione di ricerca
Look at the inference code in face_alignment/api.py and the underlying model forward passes. The issue is about modifying the pipeline to accept and process a batch of images instead of one at a time. Check how images are currently loaded and passed to the model, and see if the model itself supports batched input. 'Done' means the get_landmarks function can accept a list of images and return a list of landmarks efficiently.
Scritto dal modello di indicizzazione a partire dal testo della issue.
Valutazione
- Stack tecnologico
- python, pytorch
- Ambito
- ai, machine-learning, performance
- Tipo di issue
- Funzionalità
- Difficoltà
- 4/5
- Tempo stimato
- 3-5 giorni
- Stato di attività
- Ferma
- Chiarezza
- Abbastanza chiara
- Idoneità per principianti
- 45/100