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Object Detection & Semantic Segmentation #136

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merged 17 commits into from
Oct 5, 2023
Merged

Object Detection & Semantic Segmentation #136

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7cc91cc
operators: separate operators and relative functions
Sep 8, 2023
285f7dc
tests: split operator operations test
Sep 8, 2023
42dbe70
operators: update semantic segmentation and object detection
Sep 8, 2023
fd15ed3
tests: update operators tests
Sep 8, 2023
90f7f9b
utils function: introduce utils functions for segmentation
Sep 8, 2023
e0ba290
tests: new utils function tests
Sep 8, 2023
37d9214
bounding box explainer: set to deprecated and adapted to operators ch…
Sep 8, 2023
26ee07a
tests: update bounding box explainer tests
Sep 8, 2023
22b8978
requirements: add deprecated
Sep 8, 2023
f5ac35e
docs: move doc files to match documentation architecture
Sep 6, 2023
c7483d8
docs: merge model and operator pages into api description page
Sep 8, 2023
d6a72d6
docs: introduce unitary task documentation pages
Sep 8, 2023
731d7ac
docs: adapt existing doc to changes
Sep 8, 2023
e817170
maco: fix pylint error
Sep 14, 2023
b699ad3
typo
Oct 4, 2023
1dbcb8a
Bump version: 1.1.0 → 1.1.0
Oct 5, 2023
9fcc89c
Bump version: 1.1.0 → 1.2.0
Oct 5, 2023
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98 changes: 53 additions & 45 deletions README.md
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30 changes: 17 additions & 13 deletions TUTORIALS.md
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# Tutorials: Notebooks 📔

We propose here several tutorials to discover the different functionnalities that the library has to offer.
We propose here several tutorials to discover the different functionalities that the library has to offer.

We decided to host those tutorials on [Google Colab](https://colab.research.google.com/notebooks/intro.ipynb?utm_source=scs-index)
mainly because you will be able to play the notebooks with a GPU which should greatly improve your User eXperience.

Here is the lists of the availables tutorial for now:
Here is the lists of the available tutorial for now:

## Getting Started

| **Tutorial Name** | Notebook |
| :-------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| Getting Started | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1XproaVxXjO9nrBSyyy7BuKJ1vy21iHs2) |
| **Tutorial Name** | Notebook |
| :------------------------------ | :----------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| Getting Started | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1XproaVxXjO9nrBSyyy7BuKJ1vy21iHs2) |
| Sanity checks for Saliency Maps | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1uJOmAg6RjlOIJj6SWN9sYRamBdHAuyaS) |
| Tabular data and Regression | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1XproaVxXjO9nrBSyyy7BuKJ1vy21iHs2) |
| Metrics | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1WEpVpFSq-oL1Ejugr8Ojb3tcbqXIOPBg) |
| Concept Activation Vectors | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1iuEz46ZjgG97vTBH8p-vod3y14UETvVE) |
| Feature Visualization | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1st43K9AH-UL4eZM1S4QdyrOi7Epa5K8v) |
| Tabular data and Regression | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1pjDJmAa9oeSquYtbYh6tksU6eTmObIcq) |
| Object detection | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1X3Yq7BduMKqTA0XEheoVIpOo3IvOrzWL) |
| Semantic Segmentation | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1AHg7KO1fCOX5nZLGZfxkZ2-DLPPdSfbX) |
| Metrics | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1WEpVpFSq-oL1Ejugr8Ojb3tcbqXIOPBg) |
| Concept Activation Vectors | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1iuEz46ZjgG97vTBH8p-vod3y14UETvVE) |
| Feature Visualization | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1st43K9AH-UL4eZM1S4QdyrOi7Epa5K8v) |


## Attributions
Expand Down Expand Up @@ -52,10 +54,12 @@ Here is the lists of the availables tutorial for now:

## PyTorch Wrapper

| **Tutorial Name** | Notebook |
| :-------------------------- | :----------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| PyTorch's model: Getting started | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1bMlO29_0K3YnTQBbbyKQyRfo8YjvDbhe) |
| Metrics: With Pytorch's model| [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/16bEmYXzLEkUWLRInPU17QsodAIbjdhGP) |
| **Tutorial Name** | Notebook |
| :------------------------------------- | :-----------------------------------------------------------------------------------------------------------------------------------------------------: |
| PyTorch models: Getting started | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1bMlO29_0K3YnTQBbbyKQyRfo8YjvDbhe) |
| Metrics: With PyTorch models | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/16bEmYXzLEkUWLRInPU17QsodAIbjdhGP) |
| Object detection on PyTorch model | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1X3Yq7BduMKqTA0XEheoVIpOo3IvOrzWL) |
| Semantic Segmentation on PyTorch model | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1AHg7KO1fCOX5nZLGZfxkZ2-DLPPdSfbX) |


## Concepts extraction
Expand Down
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