| { | |
| "segformer_b0": { | |
| "family": "transformer", | |
| "model_name": "Segformer_B0", | |
| "arch": "Segformer", | |
| "encoder": "mit_b0", | |
| "proj_dim": 192, | |
| "params_dir": "params/segformer_b0" | |
| }, | |
| "unet_effb0": { | |
| "family": "cnn", | |
| "model_name": "Unet_EffB0", | |
| "arch": "Unet", | |
| "encoder": "efficientnet-b0", | |
| "proj_dim": 256, | |
| "params_dir": "params/unet_effb0" | |
| }, | |
| "deeplabv3plus_r34": { | |
| "family": "cnn", | |
| "model_name": "DeepLabV3Plus_ResNet34", | |
| "arch": "DeepLabV3Plus", | |
| "encoder": "resnet34", | |
| "proj_dim": 256, | |
| "params_dir": "params/deeplabv3plus_r34" | |
| }, | |
| "linknet_mbv3": { | |
| "family": "cnn", | |
| "model_name": "Linknet_MobileNetV3", | |
| "arch": "Linknet", | |
| "encoder": "timm-mobilenetv3_large_100", | |
| "proj_dim": 256, | |
| "params_dir": "params/linknet_mbv3" | |
| }, | |
| "upernet_pvtv2_b1": { | |
| "family": "transformer", | |
| "model_name": "UPerNet_PVTv2_b1", | |
| "arch": "UPerNet", | |
| "encoder": "tu-pvt_v2_b1", | |
| "proj_dim": 192, | |
| "params_dir": "params/upernet_pvtv2_b1" | |
| }, | |
| "upernet_pvtv2_b2": { | |
| "family": "transformer", | |
| "model_name": "UPerNet_PVTv2_b2", | |
| "arch": "UPerNet", | |
| "encoder": "tu-pvt_v2_b2", | |
| "proj_dim": 192, | |
| "params_dir": "params/upernet_pvtv2_b2" | |
| } | |
| } | |