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Guide | 2 months ago

This Model Fixed Object Detection's Biggest Weakness!

This model fixed object detection's biggest weakness. Let's talk about the D-FINE model!

ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https://github.com/ajhalthor πŸ‘” LinkedIn: https://www.linkedin.com/in/ajay-halthor-477974bb/

RESOURCES [1 πŸ“š] DETR paper: https://arxiv.org/pdf/2005.12872 [2 πŸ“š] RT-DETR paper: https://arxiv.org/pdf/2304.08069 [3 πŸ“š] D-FINE paper: https://arxiv.org/pdf/2410.13842

PLAYLISTS FROM MY CHANNEL β­• Reinforcement Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9kS--NgVz0EPNyEmygV1Ha&si=AuThDZJwG19cgTA8 Natural Language Processing: https://youtube.com/playlist?list=PLTl9hO2Oobd_bzXUpzKMKA3liq2kj6LfE&si=LsVy8RDPu8jeO-cc β­• Transformers from Scratch: https://www.youtube.com/playlist?list=PLTl9hO2Oobd97qfWC40gOSU8C0iu0m2l4 β­• ChatGPT Playlist: https://youtube.com/playlist?list=PLTl9hO2Oobd9coYT6XsTraTBo4pL1j4HJ β­• Convolutional Neural Networks: https://youtube.com/playlist?list=PLTl9hO2Oobd9U0XHz62Lw6EgIMkQpfz74 β­• The Math You Should Know : https://youtube.com/playlist?list=PLTl9hO2Oobd-_5sGLnbgE8Poer1Xjzz4h β­• Probability Theory for Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9bPcq0fj91Jgk_-h1H_W3V β­• Coding Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd82vcsOnvCNzxrZOlrz3RiD

MATH COURSES (7 day free trial) πŸ“• Mathematics for Machine Learning: https://imp.i384100.net/MathML πŸ“• Calculus: https://imp.i384100.net/Calculus πŸ“• Statistics for Data Science: https://imp.i384100.net/AdvancedStatistics πŸ“• Bayesian Statistics: https://imp.i384100.net/BayesianStatistics πŸ“• Linear Algebra: https://imp.i384100.net/LinearAlgebra πŸ“• Probability: https://imp.i384100.net/Probability

OTHER RELATED COURSES (7 day free trial) πŸ“• ⭐ Deep Learning Specialization: https://imp.i384100.net/Deep-Learning πŸ“• Python for Everybody: https://imp.i384100.net/python πŸ“• MLOps Course: https://imp.i384100.net/MLOps πŸ“• Natural Language Processing (NLP): https://imp.i384100.net/NLP πŸ“• Machine Learning in Production: https://imp.i384100.net/MLProduction πŸ“• Data Science Specialization: https://imp.i384100.net/DataScience πŸ“• Tensorflow: https://imp.i384100.net/Tensorflow

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Indexed videos from CodeEmporium

This Model Fixed Object Detection's Biggest Weakness!

Guide | 2 months ago

This model fixed object detection's biggest weakness. Let's talk about the D-FINE model! ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https://github.com/ajhaltho...

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How Transformers Took Over Computer Vision!

Guide | 2 months ago

Let's answer this question with a story that talks about convolution networks, transformers, scalability and data! ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: h...

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Why Do Transformers Look Like This?

Guide | 2 months ago

Why do Transformers look like this? There is a story behind that. ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https://github.com/ajhalthor πŸ‘” LinkedIn: https://...

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Did Transformers Kill YOLO?

Guide | 2 months ago

Let's answer this question with a story. ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https://github.com/ajhalthor πŸ‘” LinkedIn: https://www.linkedin.com/in/ajay-...

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Full Timeline of Computer Vision & Neural Networks

Guide | 2 months ago

Here is a full timeline of computer vision highlighting key models in the convolution and transformer era. ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https://g...

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Diffusion Models - Explained!

Guide | 4 months ago

In this video, we take a look at a Diffusion Models. What is it? Why do we have it? How does work? All at a high level to set you up for future videos on the topic ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Bl...

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DALL-E: Text-to-Image generation - Explained!

Guide | 4 months ago

In this video, we take a look at a DALL-E for text-to-image generation. What is it? Why do we have it? How does it look? ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Git...

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Evolution of Autoencoders - Explained!

Guide | 5 months ago

In this video, we take a look at a core component of DALL-E text-to-image generation: discrete autoencoders. What is it? Why do we have it? How does it look? We specifically looks at vanilla Autoencoders, Variational Auto-encoders and VQ-VAEs. ABOUT ME β­• S...

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DINO - Explained!

Guide | 6 months ago

In this video, we take a look at DIstillation with NO labels. What is it? Why do we have it? How does it look? ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https...

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Knowledge Distillation in Neural Networks - Explained!

Guide | 6 months ago

In this video, we take a look at Knowledge Distillation. What is it? Why do we have it? How does it work? ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https://gi...

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CLIP - Explained!

Guide | 7 months ago

In this video, we take a look at CLIP (contrastive language image pretraining). What is it? Why do we have it? How does it look? And some code! ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.c...

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Swin transformer - Explained!

Guide | 7 months ago

In this video, we take a look at Swin Transformers. What is it? Why do we have it? How does it look? ABOUT ME β­• Subscribe: https://www.youtube.com/c/CodeEmporium?sub_confirmation=1 πŸ“š Medium Blog: https://medium.com/@dataemporium πŸ’» Github: https://github....

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