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Code: https://github.com/computervisioneng/... Step by step tutorial on how to download data from the Open Images Dataset v7: https://bit.ly/46Ue4kC Download a semantic segmentation dataset from the Open Images Dataset v7: https://bit.ly/47PUfff 0:00 Intro 0:33 Object detection 0:36: Object detection: Intro 1:18 Object detection: Data collection 5:40 Object detection: Data annotation 20:25 Object detection: Dataset structure 30:44 Object detection: Train model 50:51 Object detection: Test 1:04:46 Image classification 1:04:49 Image classification: Intro 1:05:30 Image classification: Dataset 1:06:43 Image classification: Data structure 1:09:39 Image classification: Train method 1 1:16:51 Image classification: Train method 2 1:19:24 Image classification: Train method 3 1:30:14 Image classification: Validate model 1:41:37 Image classification: Predict 1:49:37 Semantic segmentation 1:49:40 Semantic segmentation: Intro 1:50:10 Semantic segmentation: Dataset 1:52:49 Semantic segmentation: Data annotation 2:03:36 Semantic segmentation: Data structure 2:07:06 Semantic segmentation: Train model 2:17:27 Semantic segmentation: Validate model 2:30:06 Semantic segmentation: Predict 2:35:36 Pose detection 2:35:39 Pose detection: Intro 2:36:28 Pose detection: Dataset 2:38:24 Pose detection: Data annotation 2:45:53 Pose detection: Data format and file system 2:48:53 Pose detection: Coco keypoint annotation format 2:54:39 Pose detection: Train model 3:09:58 Pose detection: Validate model 3:20:53 Pose detection: Predict samples 3:27:47 Outro #python #computervision #imageclassification #objectdetection #semanticsegmentation #posedetection #poseestimation #yolov8