[Docs]: Link buttons, add autobackend, BaseModel and ops (#130)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
This commit is contained in:
Ayush Chaurasia
2023-01-02 20:42:30 +05:30
committed by GitHub
parent af6e3c536b
commit 8996c5c6cf
10 changed files with 562 additions and 96 deletions

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# nn Module
Ultralytics nn module contains 3 main components:
1. **AutoBackend**: A module that can run inference on all popular model formats
2. **BaseModel**: `BaseModel` class defines the operations supported by tasks like Detection and Segmentation
3. **modules**: Optimized and reusable neural network blocks built on PyTorch.
## AutoBackend
:::ultralytics.nn.autobackend.AutoBackend
## BaseModel
:::ultralytics.nn.tasks.BaseModel
## Modules
TODO

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This module contains optimized deep learning related operations used in the Ultralytics YOLO framework
## Non-max suppression
:::ultralytics.ops.non_max_suppression
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## Scale boxes
:::ultralytics.ops.scale_boxes
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## Scale image
:::ultralytics.ops.scale_image
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## clip boxes
:::ultralytics.ops.clip_boxes
handler: python
options:
show_source: false
show_root_toc_entry: false
---
# Box Format Conversion
## xyxy2xywh
:::ultralytics.ops.xyxy2xywh
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## xywh2xyxy
:::ultralytics.ops.xywh2xyxy
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## xywhn2xyxy
:::ultralytics.ops.xywhn2xyxy
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## xyxy2xywhn
:::ultralytics.ops.xyxy2xywhn
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## xyn2xy
:::ultralytics.ops.xyn2xy
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## xywh2ltwh
:::ultralytics.ops.xywh2ltwh
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## xyxy2ltwh
:::ultralytics.ops.xyxy2ltwh
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## ltwh2xywh
:::ultralytics.ops.ltwh2xywh
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## ltwh2xyxy
:::ultralytics.ops.ltwh2xyxy
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## segment2box
:::ultralytics.ops.segment2box
handler: python
options:
show_source: false
show_root_toc_entry: false
---
# Mask Operations
## resample_segments
:::ultralytics.ops.resample_segments
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## crop_mask
:::ultralytics.ops.crop_mask
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## process_mask_upsample
:::ultralytics.ops.process_mask_upsample
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## process_mask
:::ultralytics.ops.process_mask
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## process_mask_native
:::ultralytics.ops.process_mask_native
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## scale_segments
:::ultralytics.ops.scale_segments
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## masks2segments
:::ultralytics.ops.masks2segments
handler: python
options:
show_source: false
show_root_toc_entry: false
---
## clip_segments
:::ultralytics.ops.clip_segments
handler: python
options:
show_source: false
show_root_toc_entry: false
---