Modern CV Models

Use YOLO, SAM, ViT, and other modern CV architectures.

intermediate 👁️ Computer Vision

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After this skill you can…

Run YOLO for real-time object detection
Use SAM for zero-shot segmentation
Fine-tune ViT on custom datasets

Prerequisites

Learn this skill (10 videos)

I trained an AI Model to Detect Trading Candlesticks (from scratch using ViTs)

Nicholas Renotte · intermediate

Building a Vision Transformer Model from Scratch with PyTorch

freeCodeCamp.org · beginner

AI Weekly Update - June 30th, 2021 (#37!)

Connor Shorten · beginner

PyTorch ViT: The Ultimate Guide to Fine-Tuning for Object Identification (COLAB)

Discover AI · beginner

Visualizing the Self-Attention Head of the Last Layer in DINO ViT: A Unique Perspective on Vision AI

Discover AI · advanced

Self-Attention Heads of last Layer of Vision Transformer (ViT) visualized (pre-trained with DINO)

Discover AI · advanced

PyTorch code Vision Transformer: Apply ViT models pre-trained and fine-tuned | AI Tech

Discover AI · intermediate

Why wait for KOSMOS-1? Code a VISION - LLM w/ ViT, Flan-T5 LLM and BLIP-2: Multimodal LLMs (MLLM)

Discover AI · advanced

Streamlining Similar Image Detection with ViT in PyTorch: A Step-by-Step Guide

Discover AI · intermediate

Discover Vision Transformer (ViT) Tech in 2023

Discover AI · intermediate