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⚡ AI Lessons

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1d ago
Vision Transformer, Part 6 — How It Learns: Logits → Loss → Backprop → Update
Abstract. The forward pass turns pixels into a prediction; this final part runs the same path backwards — how a single number, the loss… Continue reading on Med

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
3d ago
I-JEPA
The model that learns to see by predicting what it cannot see Continue reading on Medium »
Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
2w ago
What makes face attractive?
When you look at Timothee Chalamet, I think you will agree that he looks so handsome but what thinks that make him looks so handsome, we… Continue reading on Me

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
2w ago
3D Vision and Neural Rendering
This guide covers the mathematical and practical foundations unique to 3D vision — concepts not found in 2D computer vision or general… Continue reading on Medi

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
2w ago
Depth Anything: Rethinking Depth Estimation as a Data-Scaling Problem
From handcrafted modules to large-scale pseudo-labeled monocular images Continue reading on Medium »

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
3w ago
Object Counting on Construction Sites with YOLO26 + SAHI
The story of a computer vision project from idea to live app: finding data, training on Colab, crashing kernels, a first test stuck at 72%… Continue reading on
Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
3w ago
fasterRCNN and YOLO ASSIGNMENT TASK
Task 1: Study what other ultralytics commands are available for use, how it stores results and so on. Continue reading on Medium »

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
3w ago
Modern Image Search Technology Explained: Features, Benefits & Uses
Have you ever come across an image online and wondered where it came from, what product it featured, or whether it was even real? Just a… Continue reading on Me
Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
3w ago
Deep Learning Project FAQs on Faster R-CNN and YOLO for interview
Deep Learning Project FAQs on Faster R-CNN and YOLO Continue reading on Medium »
Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
3w ago
Membangun MataBakti: Ketika Computer Vision Belajar Menemukan Cacat pada PCB
Di dunia manufaktur elektronik, sebuah cacat kecil pada Printed Circuit Board (PCB) dapat menyebabkan kerusakan produk secara keseluruhan… Continue reading on M

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
3w ago
When the Camera Becomes an Exam Proctor: Building an AI-Powered Exam Monitoring System with…
How our team built a real-time Computer Vision system using YOLO, OpenCV, and DeepFace to assist professional certification exams and why… Continue reading on M

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
4w ago
From Traditional Computer Vision to Deep Learning: The Evolution of Machine Vision
I, Atharv Ambekar, welcome you back to my “Beyond Human Sight” series, where we explore the technologies that enable machines to interpret… Continue reading on

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
4w ago
Finding one pose in a crowd — detection and matching, split, at 0.16 ms/person
Out of a crowd of people moving around, light up only the ones holding a specific pose (say, a tai chi stance), in green, in real time. Continue reading on Towa

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
The Story of U-Net: Why It Still Dominates Image Segmentation 10 Years Later
A journey from a small university lab to solving real-world problems in medicine, satellite imagery, and beyond Continue reading on Medium »

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
AlexNet: The Architecture That Started the Deep Learning Revolution
Almost everything we talk about today — Vision Transformers, ResNet, YOLO, segmentation models, even the giant networks that generate… Continue reading on Mediu
Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
From Pixels to Responsibility: Understanding the Foundations of Computer Vision
When most of us look at an image, we instantly recognize people, objects, colors, emotions, and context. Continue reading on Medium »
Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
SpatialClaw: Decoding Spatial Reasoning
When we look at a room, we instantly understand where things are. We know the chair is next to the table. If a ball rolls across the floor… Continue reading on

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Tiled-MRPNN — real-time photorealistic light transport in participating media
Historically, real-time light transport in participating media has mainly been handled with simplified physics simulations and crude… Continue reading on Medium

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
SmartDefectAI: Industrial Surface Defect Detection using Vision Transformers and Hybrid…
Computer Vision, CNN, EfficientNet, Vision Transformer (ViT), Deep Learning, Attention Mechanism, Transfer Learning, OpenCV, TensorFlow… Continue reading on Med

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
RF-DETR: A Smaller Model That Beats the Biggest YOLO
How Roboflow’s RF-DETR transformer beats YOLO11 on COCO, skips NMS, and where the benchmark numbers deserve a closer look. Continue reading on Towards Deep Lear

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
What is Remote Sensing?
This blog is inspired from iirs -distance learning programme by isro and iirs ( Institute of remote sensing Dehraun) which i had attended. Continue reading on M

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
ResNet and EfficientNet: Two Ideas That Shaped Modern Computer Vision
If you have ever fine-tuned a model for image classification, run an object detector, or pulled a “pretrained backbone” off the shelf… Continue reading on Mediu

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Which GPU Should You Choose for Computer Vision Training?
A practical comparison of the H100, A100, L4, T4, and Google TPUs for PyTorch, TensorFlow, and JAX workloads. Continue reading on Towards Dev »

Medium · Deep Learning
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Visual Search System: Complete ML System Design
A visual search system enables users to discover images that are visually similar to a selected image. Platforms such as Pinterest use… Continue reading on Medi
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