75 lines
2.7 KiB
YAML
75 lines
2.7 KiB
YAML
globals:
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repo_url: https://github.com/open-mmlab/mmrotate/tree/main
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codebase_dir: ../mmrotate
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checkpoint_force_download: False
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images:
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img_demo: &img_demo ../mmrotate/demo/demo.jpg
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img_dota_demo: &img_dota_demo ../mmrotate/demo/dota_demo.jpg
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metric_info: &metric_info
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mAP: # named after metafile.Results.Metrics
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metric_key: AP # eval key name
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tolerance: 0.10 # metric ±n%
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convert_image_det: &convert_image_det
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input_img: *img_demo
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test_img: *img_dota_demo
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backend_test: &default_backend_test False
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onnxruntime:
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# ======= detection =======
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pipeline_ort_detection_static_fp32: &pipeline_ort_detection_static_fp32
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convert_image: *convert_image_det
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backend_test: False
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deploy_config: configs/mmrotate/rotated-detection_onnxruntime_static.py
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pipeline_ort_detection_dynamic_fp32: &pipeline_ort_detection_dynamic_fp32
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convert_image: *convert_image_det
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deploy_config: configs/mmrotate/rotated-detection_onnxruntime_dynamic.py
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tensorrt:
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# ======= detection =======
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pipeline_trt_detection_dynamic_fp32: &pipeline_trt_detection_dynamic_fp32
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convert_image: *convert_image_det
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backend_test: *default_backend_test
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deploy_config: configs/mmrotate/rotated-detection_tensorrt_dynamic-320x320-1024x1024.py
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pipeline_trt_detection_dynamic_fp16: &pipeline_trt_detection_dynamic_fp16
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convert_image: *convert_image_det
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backend_test: *default_backend_test
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deploy_config: configs/mmrotate/rotated-detection_tensorrt-fp16_dynamic-320x320-1024x1024.py
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models:
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- name: RotatedRetinanet
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metafile: configs/rotated_retinanet/metafile.yml
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model_configs:
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- configs/rotated_retinanet/rotated-retinanet-hbox-oc_r50_fpn_1x_dota.py
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pipelines:
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- *pipeline_ort_detection_dynamic_fp32
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- *pipeline_trt_detection_dynamic_fp32
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- *pipeline_trt_detection_dynamic_fp16
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- name: oriented_rcnn
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metafile: configs/oriented_rcnn/metafile.yml
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model_configs:
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- configs/oriented_rcnn/oriented-rcnn-le90_r50_fpn_1x_dota.py
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pipelines:
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- *pipeline_ort_detection_static_fp32
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- *pipeline_trt_detection_dynamic_fp32
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- *pipeline_trt_detection_dynamic_fp16
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- name: gliding_vertex
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metafile: configs/gliding_vertex/metafile.yml
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model_configs:
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- configs/gliding_vertex/gliding-vertex-rbox_r50_fpn_1x_dota.py
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pipelines:
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- *pipeline_trt_detection_dynamic_fp32
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- *pipeline_trt_detection_dynamic_fp16
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- name: RoITransformer
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metafile: configs/roi_trans/metafile.yml
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model_configs:
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- configs/roi_trans/roi-trans-le90_r50_fpn_1x_dota.py
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pipelines:
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- *pipeline_ort_detection_dynamic_fp32
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- *pipeline_trt_detection_dynamic_fp32
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- *pipeline_trt_detection_dynamic_fp16
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