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tvm_models_checklist.md

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Model validation and performance analysis status for Apache TVM

Public models (OpenVINO - Open Model Zoo)

Image classification

Model Availability in OMZ (2023.11.04) Availability in the validation table
densenet-121-tf + +
efficientnet-b0 + +
googlenet-v1 + +
googlenet-v4-tf + +
resnet-50-pytorch + +
squeezenet1.1 + +

Object detection

Model Availability in OMZ (2023.11.04) Availability in the validation table
yolo-v3-onnx + -
ssd_mobilenet_v1_coco + -
ssdlite_mobilenet_v2 + -

Face localization

Model Availability in OMZ (2023.11.04) Availability in the validation table
retinaface-resnet50-pytorch + -

Other public models

Object detection

Model Availability (2023.11.04) Availability in the validation table
ssd_512_resnet50_v1_coco + (from Gluon model zoo) +
ssd_512_vgg16_atrous_voc + (from Gluon model zoo) +
ssd_300_vgg16_atrous_voc + (from Gluon model zoo) +
ssd_512_mobilenet1.0_coco + (from Gluon model zoo) +