Structured roadmap from math & filters → backbones & ViT → YOLO/DETR → SAM → VLMs → video/3D → medical & edge. Each task has videos, Colabs & deep Dive.

FoundationsBackbones2DSegmentationMultimodal+8 more

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Lab & Tutorials

86 notebooks • 842 YouTube

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1-click Colab + curated YouTube labs. Search across 928 resources, filter by model (YOLO/SAM/DINO) & love your favorites.

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Research Hub

arXiv cs.CV • Hugging Face • Live

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Live arXiv stream + editorial picks (HF/PyTorch/NVIDIA). Save papers with ♥, filter by Papers/Blogs, search everything.

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Image Classification

fundamentals • Beginner

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13 stages • 111 tasks

S0 Foundations → S12 Efficient Edge

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Featured Lessons

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Modern DetectionIntermediate

Object Detection & YOLO

Understand bounding box prediction, IoU, NMS, and modern one-stage detectors.

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Deep LearningBeginner

Deep Image Classification

From pixels and tensors to Convolutional Networks, ResNet, and Vision Transformers.

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SegmentationAdvanced

Semantic Segmentation

Pixel-level semantic masking, FCN, U-Net, and modern Segment Anything (SAM).

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What’s new: 842 YouTube labs (Ro/Ahmed/Felipe) + ♥ Love on YouTube + Live search on Learn/Notebooks/News + 13-stage curriculum

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