AI Artificial Intelligence Deep Learning (RV1126) - 2nd Advanced Edition

This course is a new series of video tutorials on artificial intelligence and deep learning launched by Zhengdian Atom in 2023.

• Chapter 1：Introduction (5 minutes and 57 seconds)

• Chapter 2：Where is the RKAIQ macro defined? (28 minutes and 2 seconds)

• Chapter 3：Reacquaintance with RKMedia (32 minutes and 15 seconds)

• Chapter 4：Talking about Stride in images (30 minutes and 14 seconds)

• Chapter 5：Getting to know MIPI (46 minutes and 20 seconds)

• Chapter 6：RKMedia stream input node (34 minutes and 2 seconds)

• Chapter 7：Characteristics of ISPP output code stream (25 minutes and 38 seconds)

• Chapter 8：Draw a topology diagram of the data link (above) (31 minutes and 4 seconds)

• Chapter 9：Draw the topology diagram of the data link (below) (19 minutes and 3 seconds)

• Chapter 10：Function of the device module (entity) (37 minutes and 2 seconds)

• Chapter 11：Notes on using v4l2-ctl to capture images (25 minutes and 50 seconds)

• Chapter 12：Talk about ispserver (41 minutes and 50 seconds)

• Chapter 13：Capture YUV image from ISPP node (bypass) (28 minutes and 11 seconds)

• Chapter 14：Capture the YUV image from the ISPP node (scaleX) (18 minutes and 5 seconds)

• Chapter 15：Other screenshot tools (rkisp_demo) (20 minutes and 0 seconds)

• Chapter 16：Talk about RKMedia's VP module (31 minutes and 40 seconds)

• Chapter 17：Convert raw image to pgm image (27 minutes and 6 seconds)

• Chapter 18：Capture YUV and RAW images from ISP nodes (31 minutes and 44 seconds)

• Chapter 19：Capture RAW images from VICAP (19 minutes and 15 seconds)

• Chapter 20：Correction of previous course problems (13 minutes and 5 seconds)

• Chapter 21：Introduction (3 minutes and 28 seconds)

• Chapter 22：The first step in using RKMedia: initialization (34 minutes and 42 seconds)

• Chapter 23：RKMedia's VI module (32 minutes and 29 seconds)

• Chapter 24：RGA component introduction and demo compilation (26 minutes and 2 seconds)

• Chapter 25：RGA component functions (blend, imcheck, improcess) (29 minutes and 8 seconds)

• Chapter 26：RGA component functions (imcrop, imrotate, imflip, imtranslate) (16 minutes and 44 seconds)

• Chapter 27：RGA component functions (imcvtcolor, imfill, imresize, imcopy) (19 minutes and 27 seconds)

• Chapter 28：Use of RGA components (input and output image buffer types) (8 minutes and 57 seconds)

• Chapter 29：Use of RGA components (taking imresize and YOLOV5's imcrop code as examples) (41 minutes and 40 seconds)

• Chapter 30：RKMedia's RGA module (above) (37 minutes and 12 seconds)

• Chapter 31：RKMedia's RGA module (below) (30 minutes and 11 seconds)

• Chapter 32：RKMedia's VO module (Part 1) (24 minutes and 27 seconds)

• Chapter 33：RKMedia's VO module (Part 2) (26 minutes and 53 seconds)

• Chapter 34：RKMedia internal data flow and channel binding (22 minutes and 43 seconds)

• Chapter 35：Why do we need to compress and encode videos? (32 minutes and 18 seconds)

• Chapter 36：Introduction to the History of Coding Standards (25 minutes and 36 seconds)

• Chapter 37：Stream Viewer Introduction (29 minutes and 33 seconds)

• Chapter 38：I-frames, P-frames, and B-frames (33 minutes and 38 seconds)

• Chapter 39：Sequence and GOP (27 minutes and 59 seconds)

• Chapter 40：GOP Mode of RV1126 (23 minutes and 37 seconds)

• Chapter 41：Slices and Macroblocks (23 minutes and 47 seconds)

• Chapter 42：VCL and NAL (7 minutes and 35 seconds)

• Chapter 43：NALU structure and head introduction (30 minutes and 10 seconds)

• Chapter 44：Introduction to Profile and Level (23 minutes and 54 seconds)

• Chapter 45：SPS, PPS and SEI (29 minutes and 45 seconds)

• Chapter 46：CBR, VBR, AVBR and Qp (26 minutes and 5 seconds)

• Chapter 47：Introduction to decoding standards supported by VENC module (17 minutes and 34 seconds)

• Chapter 48：VENC API Calls (42 minutes and 26 seconds)

• Chapter 49：Test rkmedia_vi_venc_test (37 minutes and 30 seconds)

• Chapter 50：Set the bitrate control parameters (37 minutes and 24 seconds)

• Chapter 51：VENC module channel rotation, GOP length and frame rate test (17 minutes and 51 seconds)

• Chapter 52：Smart P-frame mode code interpretation (31 minutes and 11 seconds)

• Chapter 53：Setting OSD bitmap code interpretation (36 minutes and 45 seconds)

• Chapter 54：RKMedia's VDEC module (22 minutes and 43 seconds)

• Chapter 55：Introduction (4 minutes and 13 seconds)

• Chapter 56：Image representation method (30 minutes and 20 seconds)

• Chapter 57：Image properties (26 minutes and 4 seconds)

• Chapter 58：Image color space (RGB and GRAY) (18 minutes and 54 seconds)

• Chapter 59：Image color space (HSV) (24 minutes and 11 seconds)

• Chapter 60：Image color space (YUVY, CrCb) (top) (31 minutes and 35 seconds)

• Chapter 61：Image color space (YUVY, CrCb) (below) (14 minutes and 55 seconds)

• Chapter 62：YUV format types (NV12, NV16, and YUV420P) (32 minutes and 1 seconds)

• Chapter 63：Image color space (Bayer) (31 minutes and 41 seconds)

• Chapter 64：Image color space (CMYK and other color spaces and BT601) (40 minutes and 34 seconds)

• Chapter 65：Introduction (2 minutes and 45 seconds)

• Chapter 66：Talk about OpenCV (33 minutes and 25 seconds)

• Chapter 67：Instructions for using OpenCV (17 minutes and 47 seconds)

• Chapter 68：Compile OpenCV in SDK (17 minutes and 5 seconds)

• Chapter 69：Upgrade OpenCV3 version (42 minutes and 34 seconds)

• Chapter 70：Upgrade OpenCV4 version (30 minutes and 17 seconds)

• Chapter 71：Compile and install the X86 version of OpenCV on Ubuntu (28 minutes and 20 seconds)

• Chapter 72：Ubuntu separately compiles the ARM version of OpenCV (24 minutes and 40 seconds)

• Chapter 73：OpenCV data types (Point, Scalar, Size, Rect, RotateRect, and Matx classes) (28 minutes and 48 seconds)

• Chapter 74：OpenCV Data Types (Mat Class) (16 minutes and 50 seconds)

• Chapter 75：cv namespace (7 minutes and 16 seconds)

• Chapter 76：Drawing with OpenCV (40 minutes and 14 seconds)

• Chapter 77：Drawing text using OpenCV (37 minutes and 30 seconds)