FocsleFo’c’sle
GO

EfficientDet-Lite4

4%
by Google

Reference EfficientDet variant pinned at INT8 for legacy NPUs. Maintained, not advanced.

Object detectionApache-2.0INT8cocolegacy
312K downloads 11K deploymentsUpdated Nov 8, 2027
Headline:19.2ms · Google Coral Edge TPU · INT8
OverviewBenchmarks6Sim ResultsDeploy6FilesDiscussion23

Deploy EfficientDet-Lite4

Pick a chip family. We hand you the artifacts (HEF, TRT engine, Core ML, ONNX) plus a one-click endpoint deploy. For private endpoints, on-prem deploy, or air-gapped distribution, see Enterprise.

GGoogle Coral Edge TPU
# Coral Edge TPU (TFLite int8)
$ focsle pull google/efficientdet-lite4 --target coral-edge-tpu
$ focsle compile efficientdet-lite4.tflite --target coral

# Run on Coral
import focsle.runtime as fr
m = fr.load("efficientdet-lite4_edgetpu.tflite", target="coral")
out = m.run(frame)

One-click endpoint

Spins up a managed endpoint in the closest region. Pro and above.

Or deploy yourself