Deci.ai optimization and deployment Integration

README.md

@@ -144,18 +144,19 @@ python train.py --data coco.yaml --cfg yolov5n.yaml --weights '' --batch-size 12
 - [Train Custom Data](https://github.com/ultralytics/yolov5/wiki/Train-Custom-Data)  🚀 RECOMMENDED
 - [Tips for Best Training Results](https://github.com/ultralytics/yolov5/wiki/Tips-for-Best-Training-Results)  ☘️
   RECOMMENDED
-- [ClearML Logging](https://github.com/ultralytics/yolov5/tree/master/utils/loggers/clearml) 🌟 NEW
-- [Weights & Biases Logging](https://github.com/ultralytics/yolov5/issues/1289)
-- [Roboflow for Datasets, Labeling, and Active Learning](https://github.com/ultralytics/yolov5/issues/4975)  🌟 NEW
 - [Multi-GPU Training](https://github.com/ultralytics/yolov5/issues/475)
-- [PyTorch Hub](https://github.com/ultralytics/yolov5/issues/36)  ⭐ NEW
+- [PyTorch Hub](https://github.com/ultralytics/yolov5/issues/36) 🌟 NEW
 - [TFLite, ONNX, CoreML, TensorRT Export](https://github.com/ultralytics/yolov5/issues/251) 🚀
 - [Test-Time Augmentation (TTA)](https://github.com/ultralytics/yolov5/issues/303)
 - [Model Ensembling](https://github.com/ultralytics/yolov5/issues/318)
 - [Model Pruning/Sparsity](https://github.com/ultralytics/yolov5/issues/304)
 - [Hyperparameter Evolution](https://github.com/ultralytics/yolov5/issues/607)
-- [Transfer Learning with Frozen Layers](https://github.com/ultralytics/yolov5/issues/1314)  ⭐ NEW
-- [Architecture Summary](https://github.com/ultralytics/yolov5/issues/6998)  ⭐ NEW
+- [Transfer Learning with Frozen Layers](https://github.com/ultralytics/yolov5/issues/1314)
+- [Architecture Summary](https://github.com/ultralytics/yolov5/issues/6998) 🌟 NEW
+- [Weights & Biases Logging](https://github.com/ultralytics/yolov5/issues/1289)
+- [Roboflow for Datasets, Labeling, and Active Learning](https://github.com/ultralytics/yolov5/issues/4975)  🌟 NEW
+- [ClearML Logging](https://github.com/ultralytics/yolov5/tree/master/utils/loggers/clearml) 🌟 NEW
+- [Deci Platform](https://github.com/ultralytics/yolov5/wiki/Deci-Platform) 🌟 NEW
 
 </details>
 
@@ -183,23 +184,22 @@ Get started in seconds with our verified environments. Click each icon below for
 ## <div align="center">Integrations</div>
 
 <div align="center">
-    <a href="https://cutt.ly/yolov5-readme-clearml#gh-light-mode-only">
-        <img src="https://github.com/thepycoder/clearml_screenshots/raw/main/banner_github.png#gh-light-mode-only" width="32%" />
-    </a>
-    <a href="https://cutt.ly/yolov5-readme-clearml#gh-dark-mode-only">
-        <img src="https://github.com/thepycoder/clearml_screenshots/raw/main/banner_github_light.png#gh-dark-mode-only" width="32%" />
-    </a>
-    <a href="https://roboflow.com/?ref=ultralytics">
-        <img src="https://github.com/ultralytics/yolov5/releases/download/v1.0/logo-roboflow-long.png" width="33%"/>
-    </a>
-    <a href="https://wandb.ai/site?utm_campaign=repo_yolo_readme">
-        <img src="https://github.com/ultralytics/yolov5/releases/download/v1.0/logo-wb-long.png" width="33%"/>
-    </a>
+  <a href="https://bit.ly/yolov5-deci-platform">
+    <img src="https://github.com/ultralytics/yolov5/releases/download/v1.0/logo-deci.png" width="10%" /></a>
+  <img src="https://github.com/ultralytics/assets/raw/master/social/logo-transparent.png" width="14%" height="0" alt="" />
+  <a href="https://cutt.ly/yolov5-readme-clearml">
+    <img src="https://github.com/ultralytics/yolov5/releases/download/v1.0/logo-clearml.png" width="10%" /></a>
+  <img src="https://github.com/ultralytics/assets/raw/master/social/logo-transparent.png" width="14%" height="0" alt="" />
+  <a href="https://roboflow.com/?ref=ultralytics">
+    <img src="https://github.com/ultralytics/yolov5/releases/download/v1.0/logo-roboflow.png" width="10%" /></a>
+  <img src="https://github.com/ultralytics/assets/raw/master/social/logo-transparent.png" width="14%" height="0" alt="" />
+  <a href="https://wandb.ai/site?utm_campaign=repo_yolo_readme">
+    <img src="https://github.com/ultralytics/yolov5/releases/download/v1.0/logo-wb.png" width="10%" /></a>
 </div>
 
-|ClearML ⭐ NEW|Roboflow|Weights and Biases
-|:-:|:-:|:-:|
-|Automatically track, visualize and even remotely train YOLOv5 using [ClearML](https://cutt.ly/yolov5-readme-clearml) (open-source!)|Label and export your custom datasets directly to YOLOv5 for training with [Roboflow](https://roboflow.com/?ref=ultralytics) |Automatically track and visualize all your YOLOv5 training runs in the cloud with [Weights & Biases](https://wandb.ai/site?utm_campaign=repo_yolo_readme)
+|Deci ⭐ NEW|ClearML ⭐ NEW|Roboflow|Weights & Biases
+|:-:|:-:|:-:|:-:|
+|Automatically compile and quantize YOLOv5 for better inference performance in one click at [Deci](https://bit.ly/yolov5-deci-platform)|Automatically track, visualize and even remotely train YOLOv5 using [ClearML](https://cutt.ly/yolov5-readme-clearml) (open-source!)|Label and export your custom datasets directly to YOLOv5 for training with [Roboflow](https://roboflow.com/?ref=ultralytics) |Automatically track and visualize all your YOLOv5 training runs in the cloud with [Weights & Biases](https://wandb.ai/site?utm_campaign=repo_yolo_readme)
 
 <!-- ## <div align="center">Compete and Win</div>