From 877b826e3af3a0c7fc9da49cff47d57b5993064d Mon Sep 17 00:00:00 2001
From: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Thu, 1 Apr 2021 11:31:27 +0200
Subject: [PATCH] Created using Colaboratory
---
tutorial.ipynb | 27 +++++++++++++++++++++++++--
1 file changed, 25 insertions(+), 2 deletions(-)
diff --git a/tutorial.ipynb b/tutorial.ipynb
index d11f6822d..8a191609b 100644
--- a/tutorial.ipynb
+++ b/tutorial.ipynb
@@ -1031,9 +1031,9 @@
"source": [
"## Weights & Biases Logging 🌟 NEW\n",
"\n",
- "[Weights & Biases](https://www.wandb.com/) (W&B) is now integrated with YOLOv5 for real-time visualization and cloud logging of training runs. This allows for better run comparison and introspection, as well improved visibility and collaboration for teams. To enable W&B `pip install wandb`, and then train normally (you will be guided through setup on first use). \n",
+ "[Weights & Biases](https://wandb.ai/site?utm_campaign=repo_yolo_notebook) (W&B) is now integrated with YOLOv5 for real-time visualization and cloud logging of training runs. This allows for better run comparison and introspection, as well improved visibility and collaboration for teams. To enable W&B `pip install wandb`, and then train normally (you will be guided through setup on first use). \n",
"\n",
- "During training you will see live updates at [https://wandb.ai/home](https://wandb.ai/home), and you can create and share detailed [Reports](https://wandb.ai/glenn-jocher/yolov5_tutorial/reports/YOLOv5-COCO128-Tutorial-Results--VmlldzozMDI5OTY) of your results. For more information see the [YOLOv5 Weights & Biases Tutorial](https://github.com/ultralytics/yolov5/issues/1289). \n",
+ "During training you will see live updates at [https://wandb.ai/home](https://wandb.ai/home?utm_campaign=repo_yolo_notebook), and you can create and share detailed [Reports](https://wandb.ai/glenn-jocher/yolov5_tutorial/reports/YOLOv5-COCO128-Tutorial-Results--VmlldzozMDI5OTY) of your results. For more information see the [YOLOv5 Weights & Biases Tutorial](https://github.com/ultralytics/yolov5/issues/1289). \n",
"\n",
"<img src=\"https://user-images.githubusercontent.com/26833433/98184457-bd3da580-1f0a-11eb-8461-95d908a71893.jpg\" width=\"800\">"
]
@@ -1177,6 +1177,29 @@
"execution_count": null,
"outputs": []
},
+ {
+ "cell_type": "code",
+ "metadata": {
+ "id": "GMusP4OAxFu6"
+ },
+ "source": [
+ "# PyTorch Hub\n",
+ "import torch\n",
+ "\n",
+ "# Model\n",
+ "model = torch.hub.load('ultralytics/yolov5', 'yolov5s')\n",
+ "\n",
+ "# Images\n",
+ "dir = 'https://github.com/ultralytics/yolov5/raw/master/data/images/'\n",
+ "imgs = [dir + f for f in ('zidane.jpg', 'bus.jpg')] # batch of images\n",
+ "\n",
+ "# Inference\n",
+ "results = model(imgs)\n",
+ "results.print() # or .show(), .save()"
+ ],
+ "execution_count": null,
+ "outputs": []
+ },
{
"cell_type": "code",
"metadata": {