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