← curriculum/phase 4 · Computer Vision

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phase 4 · 28 lessons

01Image Fundamentals
02Convolutions From Scratch
03Cnns Lenet To Resnet
04Image Classification
05Transfer Learning
06Object Detection Yolo
07Semantic Segmentation Unet
08Instance Segmentation Mask Rcnn
09Image Generation Gans
10Image Generation Diffusion
11Stable Diffusion
12Video Understanding
133d Vision Nerf
14Vision Transformers
15Real Time Edge
16Vision Pipeline Capstone
17Self Supervised Vision
18Open Vocab Clip
19Ocr Document Understanding
20Image Retrieval Metric
21Keypoint Pose
223d Gaussian Splatting
23Diffusion Transformers Rectified Flow
24Sam3 Open Vocab Segmentation
25Vision Language Models
26Monocular Depth
27Multi Object Tracking
28World Models Video Diffusion

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phase 4 · lesson 01 of 28

Image Fundamentals

01-image-fundamentals·full lesson folder ↗

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Convolutions From Scratch