Hands-On AI - Image Processing with Python

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 01 - Introduction
• 01 - Computer vision under the hood.mp4 (4.2 MB)
• 01 - Computer vision under the hood.srt (1.4 KB)
• 02 - What you should know.mp4 (2.4 MB)
• 02 - What you should know.srt (2.4 KB)
• 03 - Using the exercise files.mp4 (11.9 MB)
• 03 - Using the exercise files.srt (6.1 KB)
02 - 1. Setting Up Our Development Environment
• 01 - Testing your environment.mp4 (8.2 MB)
• 01 - Testing your environment.srt (4.3 KB)
• 02 - Maintaining a clean notebook workspace.mp4 (8.7 MB)
• 02 - Maintaining a clean notebook workspace.srt (4.9 KB)
03 - 2. The Basics of Image Processing
• 01 - Image representation.mp4 (10.8 MB)
• 01 - Image representation.srt (5.9 KB)
• 02 - Color encoding.mp4 (7.2 MB)
• 02 - Color encoding.srt (4.2 KB)
• 03 - Image file management.mp4 (18.3 MB)
• 03 - Image file management.srt (9.3 KB)
• 04 - Resolution.mp4 (8.4 MB)
• 04 - Resolution.srt (4.3 KB)
• 05 - Rotations and flips.mp4 (5.4 MB)
• 05 - Rotations and flips.srt (2.9 KB)
• 06 - Challenge Manipulate pictures.mp4 (6.4 MB)
• 06 - Challenge Manipulate pictures.srt (3.7 KB)
• 07 - Solution Manipulate pictures.mp4 (8.8 MB)
• 07 - Solution Manipulate pictures.srt (3.9 KB)
04 - 3. From Color to Black and White
• 01 - Average grayscale.mp4 (9.5 MB)
• 01 - Average grayscale.srt (5.4 KB)
• 02 - Weighted grayscale.mp4 (6.0 MB)
• 02 - Weighted grayscale.srt (2.5 KB)
• 03 - Converting grayscale to black and white.mp4 (8.8 MB)
• 03 - Converting grayscale to black and white.srt (4.3 KB)
• 04 - Adaptive thresholding.mp4 (17.7 MB)
• 04 - Adaptive thresholding.srt (7.2 KB)
• 05 - Challenge Removing color.mp4 (2.6 MB)
• 05 - Challenge Removing color.srt (1.4 KB)
• 06 - Solution Removing color.mp4 (3.8 MB)
• 06 - Solution Removing color.srt (1.6 KB)
05 - 4. Filters
• 01 - Convolution filters.mp4 (7.4 MB)
• 01 - Convolution filters.srt (6.3 KB)
• 02 - Average filters.mp4 (10.0 MB)
• 02 - Average filters.srt (4.2 KB)
• 03 - Median filters.mp4 (20.6 MB)
• 03 - Median filters.srt (7.5 KB)
• 04 - Gaussian filters.mp4 (7.3 MB)
• 04 - Gaussian filters.srt (3.0 KB)
• 05 - Edge-detection filters.mp4 (12.8 MB)
• 05 - Edge-detection filters.srt (6.1 KB)
• 06 - Challenge Convolution filters.mp4 (3.9 MB)
• 06 - Challenge Convolution filters.srt (2.0 KB)
• 07 - Solution Convolution filters.mp4 (5.1 MB)
• 07 - Solution Convolution filters.srt (1.9 KB)
06 - 5. Image Scaling
• 01 - Image downscaling methods.mp4 (3.5 MB)
• 01 - Image downscaling methods.srt (3.4 KB)
• 02 - Downscaling example.mp4 (11.3 MB)
• 02 - Downscaling example.srt (5.1 KB)
• 03 - Image upscaling methods.mp4 (2.8 MB)
• 03 - Image upscaling methods.srt (2.9 KB)
• 04 - Upscaling example.mp4 (10.8 MB)
• 04 - Upscaling example.srt (6.0 KB)
• 05 - Challenge Resize a picture.mp4 (2.5 MB)
• 05 - Challenge Resize a picture.srt (1.4 KB)
• 06 - Solution Resize a picture.mp4 (4.3 MB)
• 06 - Solution Resize a picture.srt (1.9 KB)
07 - 6. Fun with Cuts
• 01 - Image cuts.mp4 (9.1 MB)
• 01 - Image cuts.srt (5.9 KB)
• 02 - Stitching two images together.mp4 (36.3 MB)
• 02 - Stitching two images together.srt (10.4 KB)
• 03 - Cuts in panoramic photography.mp4 (7.7 MB)
• 03 - Cuts in panoramic photography.srt (4.8 KB)
• 04 - Challenge Stitch two pictures together.mp4 (3.0 MB)
• 04 - Challenge Stitch two pictures together.srt (1.7 KB)
• 05 - Solution Stitch two pictures together.mp4 (5.6 MB)
• 05 - Solution Stitch two pictures together.srt (2.5 KB)
08 - 7. Morphological Modifications
• 01 - Why modify objects.mp4 (10.6 MB)
• 01 - Why modify objects.srt (7.5 KB)
• 02 - Erosion and dilation.mp4 (10.0 MB)
• 02 - Erosion and dilation.srt (5.6 KB)
• 03 - Open and close.mp4 (7.1 MB)
• 03 - Open and close.srt (3.3 KB)
• 04 - Challenge Help a robot.mp4 (7.6 MB)
• 04 - Challenge Help a robot.srt (3.5 KB)
• 05 - Solution Help a robot.mp4 (6.1 MB)
• 05 - Solution Help a robot.srt (2.1 KB)
09 - Conclusion
• 01 - Next steps.mp4 (1.4 MB)
• 01 - Next steps.srt (1.2 KB)
• Bonus Resources.txt (0.1 KB)