Published May 20, 2019 | Version MLPerf v0.5 Inference
Other Open

resnet34-ssd-tensorflow

Authors/Creators

  • 1. Xilinx

Description

Application:  Single-stage Object Detection

ML Task: ResNet-34

Framework: tensorflow

Training Information: converted from pytorch model (https://github.com/mlperf/inference/tree/master/cloud/single_stage_detector) through ONNX

Quality: The COCO mAP(IoU=0.50:0.95) on 5000 validation images is 19.8%

Precision: single-precision float

Is Quantized: No

Is ONNX: No

Dataset: COCO

Files

ssd_resnet-34_from_onnx.zip

Files (74.6 MB)

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