[v1.x] Add ONNX model support matrix (#20230)

* add model support matrix

* add gluon links

Co-authored-by: Wei Chu <[email protected]>

python/mxnet/onnx/README.md

@@ -180,6 +180,177 @@ If you are a user of earlier MXNet versions and do not want to upgrade MXNet, yo
 |where|1.7 1.8 |
 |zeros_like|1.7 1.8 |
 
-### GluonCV Pretrained Model Support Matrix
+### [GluonCV Pretrained Model Support Matrix](https://cv.gluon.ai/model_zoo/index.html)
+|Image Classification|
+|:-|
+|alexnet|
+|cifar_resnet20_v1|
+|cifar_resnet56_v1|
+|cifar_resnet110_v1|
+|cifar_resnet20_v2|
+|cifar_resnet56_v2|
+|cifar_resnet110_v2|
+|cifar_wideresnet16_10|
+|cifar_wideresnet28_10|
+|cifar_wideresnet40_8|
+|cifar_resnext29_16x64d|
+|darknet53|
+|densenet121|
+|densenet161|
+|densenet169|
+|densenet201|
+|googlenet|
+|mobilenet1.0|
+|mobilenet0.75|
+|mobilenet0.5|
+|mobilenet0.25|
+|mobilenetv2_1.0|
+|mobilenetv2_0.75|
+|mobilenetv2_0.5|
+|mobilenetv2_0.25|
+|mobilenetv3_large|
+|mobilenetv3_small|
+|resnest14|
+|resnest26|
+|resnest50|
+|resnest101|
+|resnest200|
+|resnest269|
+|resnet18_v1|
+|resnet18_v1b_0.89|
+|resnet18_v2|
+|resnet34_v1|
+|resnet34_v2|
+|resnet50_v1|
+|resnet50_v1d_0.86|
+|resnet50_v1d_0.48|
+|resnet50_v1d_0.37|
+|resnet50_v1d_0.11|
+|resnet50_v2|
+|resnet101_v1|
+|resnet101_v1d_0.76|
+|resnet101_v1d_0.73|
+|resnet101_v2|
+|resnet152_v1|
+|resnet152_v2|
+|resnext50_32x4d|
+|resnext101_32x4d|
+|resnext101_64x4d|
+|senet_154|
+|se_resnext101_32x4d|
+|se_resnext101_64x4d|
+|se_resnext50_32x4d|
+|squeezenet1.0|
+|squeezenet1.1|
+|vgg11|
+|vgg11_bn|
+|vgg13|
+|vgg13_bn|
+|vgg16|
+|vgg16_bn|
+|vgg19|
+|vgg19_bn|
+|xception|
+|inceptionv3|
 
-### GluonNLP Pretrained Model Support Matrix
+|Object Detection|
+|:-|
+|center_net_resnet18_v1b_voc|
+|center_net_resnet50_v1b_voc|
+|center_net_resnet101_v1b_voc|
+|center_net_resnet18_v1b_coco|
+|center_net_resnet50_v1b_coco|
+|center_net_resnet101_v1b_coco|
+|ssd_300_vgg16_atrous_voc|
+|ssd_512_vgg16_atrous_voc|
+|ssd_512_resnet50_v1_voc|
+|ssd_512_mobilenet1.0_voc|
+|faster_rcnn_resnet50_v1b_voc|
+|yolo3_darknet53_voc|
+|yolo3_mobilenet1.0_voc|
+|ssd_300_vgg16_atrous_coco|
+|ssd_512_vgg16_atrous_coco|
+|ssd_300_resnet34_v1b_coco|
+|ssd_512_resnet50_v1_coco|
+|ssd_512_mobilenet1.0_coco|
+|faster_rcnn_resnet50_v1b_coco|
+|faster_rcnn_resnet101_v1d_coco|
+|yolo3_darknet53_coco|
+|yolo3_mobilenet1.0_coco|
+|faster_rcnn_fpn_resnet50_v1b_coco|
+|faster_rcnn_fpn_resnet101_v1d_coco|
+|mask_rcnn_fpn_resnet18_v1b_coco|
+|mask_rcnn_resnet18_v1b_coco|
+|mask_rcnn_resnet50_v1b_coco|
+|mask_rcnn_resnet101_v1d_coco|
+|mask_rcnn_fpn_resnet50_v1b_coco|
+|mask_rcnn_fpn_resnet101_v1d_coco|
+
+|Image Segmentation|
+|:-|
+|fcn_resnet50_ade|
+|fcn_resnet101_ade|
+|deeplab_resnet50_ade|
+|deeplab_resnet101_ade|
+|deeplab_resnest50_ade|
+|deeplab_resnest101_ade|
+|deeplab_resnest269_ade|
+|fcn_resnet101_coco|
+|deeplab_resnet101_coco|
+|fcn_resnet101_voc|
+|deeplab_resnet101_voc|
+|deeplab_resnet152_voc|
+|deeplab_resnet50_citys|
+|deeplab_resnet101_citys|
+|deeplab_v3b_plus_wideresnet_citys|
+|danet_resnet50_citys|
+|danet_resnet101_citys|
+
+|Pose Estimation|
+|:-|
+|simple_pose_resnet18_v1b|
+|simple_pose_resnet50_v1b|
+|simple_pose_resnet50_v1d|
+|simple_pose_resnet101_v1b|
+|simple_pose_resnet101_v1d|
+|simple_pose_resnet152_v1b|
+|simple_pose_resnet152_v1d|
+|alpha_pose_resnet101_v1b_coco|
+|mobile_pose_resnet18_v1b|
+|mobile_pose_resnet50_v1b|
+|mobile_pose_mobilenet1.0|
+|mobile_pose_mobilenetv2_1.0|
+|mobile_pose_mobilenetv3_large|
+|mobile_pose_mobilenetv3_small|
+
+|Action Estimation|
+|:-|
+|inceptionv1_kinetics400|
+|resnet18_v1b_kinetics400|
+|resnet34_v1b_kinetics400|
+|resnet50_v1b_kinetics400|
+|resnet101_v1b_kinetics400|
+|resnet152_v1b_kinetics400|
+|resnet50_v1b_hmdb51|
+|resnet50_v1b_sthsthv2|
+|vgg16_ucf101|
+|inceptionv3_kinetics400|
+|inceptionv3_ucf101|
+
+### [GluonNLP Pretrained Model Support Matrix](https://nlp.gluon.ai/model_zoo/catalog.html)
+|NLP Models|
+|:-|
+|awd_lstm_lm_600|
+|awd_lstm_lm_1150|
+|bert_12_768_12|
+|bert_24_1024_16|
+|distilbert_6_768_12|
+|ernie_12_768_12|
+|gpt2_117m|
+|gpt2_345m|
+|roberta_12_768_12|
+|roberta_24_1024_16|
+|standard_lstm_lm_200|
+|standard_lstm_lm_650|
+|standard_lstm_lm_1500|
+|transformer_en_de_512|