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Add Dockerfiles and update Docs README (#124)

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Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
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@ -12,27 +12,27 @@ If you want to train, validate or run inference on models and don't need to make
The experiment arguments can be overridden directly by pass `arg=val` covered in the next section. You can run any supported task by setting `task` and `mode` in cli.
=== "Training"
| | `task` | snippet |
| ----------- | ------------- | ----------------------------------------------------------- |
| Detection | `detect` | <pre><code>yolo task=detect mode=train </code></pre> |
| Instance Segment | `segment` | <pre><code>yolo task=segment mode=train </code></pre> |
| Classification | `classify` | <pre><code>yolo task=classify mode=train </code></pre> |
| | `task` | snippet |
| ----------- | ------------- | ----------------------------------------------------------- |
| Detection | `detect` | <pre><code>yolo task=detect mode=train </code></pre> |
| Instance Segment | `segment` | <pre><code>yolo task=segment mode=train </code></pre> |
| Classification| `classify` | <pre><code>yolo task=classify mode=train </code></pre> |
=== "Inference"
| | `task` | snippet |
| ----------- | ------------- | ------------------------------------------------------------ |
| Detection | `detect` | <pre><code>yolo task=detect mode=infer </code></pre> |
| Instance Segment | `segment` | <pre><code>yolo task=segment mode=infer </code></pre> |
| Classification | `classify` | <pre><code>yolo task=classify mode=infer </code></pre> |
| | `task` | snippet |
| ----------- | ------------- | ------------------------------------------------------------ |
| Detection | `detect` | <pre><code>yolo task=detect mode=infer </code></pre> |
| Instance Segment | `segment` | <pre><code>yolo task=segment mode=infer </code></pre>|
| Classification| `classify` | <pre><code>yolo task=classify mode=infer </code></pre>|
=== "Validation"
| | `task` | snippet |
| ----------- | ------------- | ------------------------------------------------------------- |
| Detection | `detect` | <pre><code>yolo task=detect mode=val </code></pre> |
| Instance Segment | `segment` | <pre><code>yolo task=segment mode=val </code></pre> |
| Classification | `classify` | <pre><code>yolo task=classify mode=val </code></pre> |
| | `task` | snippet |
| ----------- | ------------- | ------------------------------------------------------------- |
| Detection | `detect` | <pre><code>yolo task=detect mode=val </code></pre> |
| Instance Segment | `segment` | <pre><code>yolo task=segment mode=val </code></pre> |
| Classification| `classify` | <pre><code>yolo task=classify mode=val </code></pre> |
!!! note ""
<b>Note:</b> The arguments don't require `'--'` prefix. These are reserved for special commands covered later