15. Improving Models and Advanced CNN Design - Part 01

15. Improving Models and Advanced CNN Design - Part 02

16. Visualizing What CNN's Learn

17. Advamced Convolutional Neural Networks

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy - Part 01

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy - Part 02

19. Using Callbacks in Keras and PyTorch

20. PyTorch Lightning

21. Transfer Learning and Fine Tuning - Part 01

21. Transfer Learning and Fine Tuning - Part 02

22. Google DeepStream and Neural Style Transfer

23. Autoencoders

24. Generative Adversarial Networks (GANs) - Part 01

24. Generative Adversarial Networks (GANs) - Part 02

25. Siamese Network

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning

27. Object Detection

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2

29. Gun Detector - Scaled-YoloV4

30. Mask Detector TFODAPI MobileNetV2_SSD

31. Sign Language Detector TFODAPI EfficentDet

32. Pothole Detector - TinyYOLOv4

33. Mushroom Detector Detectron2

34. Website Region Detector YOLOv4 Darknet

35. Drone Maritime Detector R-CNN

36. Chess Piece YOLOv3

37. Bloodcell Detector YOLOv5

38. Hard Hat Detector EfficentDet

39. Plant Doctor Detector YOLOv5

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN