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π [Add] TODO title in custom section
Browse files- docs/2_model_zoo/0_object_detection.rst +163 -2
- docs/3_custom/0_model.rst +10 -0
- docs/3_custom/2_loss.rst +2 -2
docs/2_model_zoo/0_object_detection.rst
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@@ -2,7 +2,168 @@ Object Detection
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================
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YOLOv7
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YOLOv9
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================
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YOLOv7
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~~~~~~
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.. list-table::
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:header-rows: 1
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* - Model
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- State
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- Test Size
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- :math:`AP^{val}`
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- :math:`AP_{50}^{val}`
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- :math:`AP_{75}^{val}`
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- Param.
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- FLOPs
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* - `YOLOv7 <URL>`_
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- π§
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- 640
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- **51.4%**
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- **69.7%**
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- **55.9%**
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-
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-
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* - `YOLOv7-X <URL>`_
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- π§
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- 640
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- **53.1%**
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- **71.2%**
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- **57.8%**
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-
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-
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* - `YOLOv7-W6 <URL>`_
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- π§
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- 1280
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- **54.9%**
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- **72.6%**
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- **60.1%**
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-
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-
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* - `YOLOv7-E6 <URL>`_
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- π§
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- 1280
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- **56.0%**
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- **73.5%**
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- **61.2%**
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-
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-
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* - `YOLOv7-D6 <URL>`_
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- π§
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- 1280
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- **56.6%**
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- **74.0%**
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- **61.8%**
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-
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-
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* - `YOLOv7-E6E <URL>`_
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- π§
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- 1280
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- **56.8%**
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- **74.4%**
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- **62.1%**
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-
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-
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YOLOv9
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~~~~~~
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.. list-table::
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:header-rows: 1
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* - Model
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- State
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- Test Size
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- :math:`AP^{val}`
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- :math:`AP_{50}^{val}`
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- :math:`AP_{75}^{val}`
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- Param.
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- FLOPs
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* - `YOLOv9-T <https://github.com/WongKinYiu/YOLO/releases/download/v1.0-alpha/v9-s.pt>`_
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- π§
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- 640
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-
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-
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-
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-
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-
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* - `YOLOv9-S <https://github.com/WongKinYiu/YOLO/releases/download/v1.0-alpha/v9-s.pt>`_
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- β
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- 640
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- **46.8%**
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- **63.4%**
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- **50.7%**
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- **7.1M**
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- **26.4G**
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* - `YOLOv9-M <https://github.com/WongKinYiu/YOLO/releases/download/v1.0-alpha/v9-m.pt>`_
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- β
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- 640
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- **51.4%**
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- **68.1%**
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- **56.1%**
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- **20.0M**
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- **76.3G**
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* - `YOLOv9-C <https://github.com/WongKinYiu/YOLO/releases/download/v1.0-alpha/v9-c.pt>`_
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- β
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- 640
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- **53.0%**
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- **70.2%**
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- **57.8%**
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- **25.3M**
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- **102.1G**
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* - `YOLOv9-E <https://github.com/WongKinYiu/YOLO/releases/download/v1.0-alpha/v9-e.pt>`_
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- π§
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- 640
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- **55.6%**
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- **72.8%**
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- **60.6%**
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- **57.3M**
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- **189.0G**
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.. mermaid::
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graph LR
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subgraph BackBone
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B1-->B2;
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B2-->B3;
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B3-->B4;
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B4-->B5;
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end
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subgraph FPN
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B3-->N3;
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B4-->N4;
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B5-->N5;
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N5-->N4;
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N4-->N3;
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end
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subgraph PAN
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P3-->P4;
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P4-->P5;
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N3-->P3;
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N4-->P4;
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N5-->P5;
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end
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P3-->Main_Head;
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P4-->Main_Head;
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P5-->Main_Head;
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subgraph Aux
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B3-->R3;
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B4-->R4;
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B5-->R5;
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R3-->A3;
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R4-->A3;
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R4-->A4;
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R5-->A3;
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R5-->A4;
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R5-->A5;
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end
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A3-->Auxiliary_Head;
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A4-->Auxiliary_Head;
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A5-->Auxiliary_Head;
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docs/3_custom/0_model.rst
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Model
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=====
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Model
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=====
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Modified Architecture
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---------------------
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Modified Model Module
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---------------------
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docs/3_custom/2_loss.rst
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Loss
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Loss Function
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=============
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