Ustarlight/Vision-Classification

Artificial Technology for 2D and 3D Detection Algorithms

Vision Classification.

Artificial Technology for Vision Classification Algorithms. THX https://github.com/WZMIAOMIAO/deep-learning-for-image-processing/tree/master/pytorch_classification

1. LeNet (https://www.bilibili.com/video/BV187411T7Ye)
2. AlexNet (https://www.bilibili.com/video/BV1p7411T7Pc)
3. VggNet (https://www.bilibili.com/video/BV1q7411T7Y6)
4. GoogleNet (https://www.bilibili.com/video/BV1z7411T7ie)
5. ResNet (https://www.bilibili.com/video/BV1T7411T7wa)
6. ResNeXt (https://www.bilibili.com/video/BV1Ap4y1p71v)
7. MobileNet (V1, V2 https://www.bilibili.com/video/BV1yE411p7L7, V3 https://www.bilibili.com/video/BV1GK4y1p7uE)
8. ShuffleNet (V1, V2 https://www.bilibili.com/video/BV15y4y1Y7SY)
9. EfficientNet (V1 https://www.bilibili.com/video/BV1XK4y1U7PX, V2 https://b23.tv/NDR7Ug)
10. Vision Transformer (https://b23.tv/gucpvt, https://www.bilibili.com/video/BV1Jh411Y7WQ)
11. Swin Transformer (https://www.bilibili.com/video/BV1pL4y1v7jC)
12. ConvNeXt (https://www.bilibili.com/video/BV1SS4y157fu)
13. RepVGG (https://www.bilibili.com/video/BV15f4y1o7QR)