Skip to content

Commit

Permalink
docs: Update README.md
Browse files Browse the repository at this point in the history
  • Loading branch information
yakhyo committed Aug 31, 2024
1 parent a7b30eb commit 87e874d
Showing 1 changed file with 18 additions and 18 deletions.
36 changes: 18 additions & 18 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -35,24 +35,24 @@ pip install -r requirements.txt

a) Download weights from the following links (Trained on 300W-LP and evaluated on AFLW200 dataset):

| Model | Weights | Size | Epochs | MAE | Yaw | Pitch | Roll |
| ------------ | -------------------------------------------------------------------------------------------------------- | ------- | ------ | ---- | ---- | ----- | ---- |
| ResNet-18 | [resnet18.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/resnet18.pt) | 43 MB | 100 | 4.76 | 4.48 | 5.75 | 4.06 |
| ResNet-34 | [resnet34.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/resnet34.pt) | 81.6 MB | 100 | \* | \* | \* | \* |
| ResNet-50 | [resnet50.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/resnet50.pt) | 91.3 MB | 100 | \* | \* | \* | \* |
| MobileNet V2 | [mobilenetv2.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/mobilenetv2.pt) | 9.59 MB | 100 | 5.46 | 5.46 | 6.33 | 4.59 |

'\*' - soon will be uploaded...

b) Run the command below to download weights to the `weights` directory (Linux):

```bash
sh download.sh [model_name]
resnet18
resnet34
resnet50
mobilenetv2
```
| Model | Weights | Size | Epochs | MAE | Yaw | Pitch | Roll |
| ------------ | -------------------------------------------------------------------------------------------------------- | ------- | ------ | ---- | ---- | ----- | ---- |
| ResNet-18 | [resnet18.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/resnet18.pt) | 43 MB | 100 | 4.76 | 4.48 | 5.75 | 4.06 |
| ResNet-34 | [resnet34.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/resnet34.pt) | 81.6 MB | 100 | \* | \* | \* | \* |
| ResNet-50 | [resnet50.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/resnet50.pt) | 91.3 MB | 100 | \* | \* | \* | \* |
| MobileNet V2 | [mobilenetv2.pt](https://github.com/yakhyo/head-pose-estimation/releases/download/v0.0.1/mobilenetv2.pt) | 9.59 MB | 100 | 5.46 | 5.46 | 6.33 | 4.59 |

'\*' - soon will be uploaded...

b) Run the command below to download weights to the `weights` directory (Linux):

```bash
sh download.sh [model_name]
resnet18
resnet34
resnet50
mobilenetv2
```

## Usage

Expand Down

0 comments on commit 87e874d

Please sign in to comment.