1.Join: t.me/DeepLearning_ai
2.Join: t.me/ComputerScience_MachineLearning
Paper:
https://arxiv.org/pdf/2005.12872.pdf
Github (source codes):
https://github.com/facebookresearch/detr
youtube source: (paper explained):
https://www.youtube.com/watch?v=T35ba_VXkMY
2.Join: t.me/ComputerScience_MachineLearning
Paper:
https://arxiv.org/pdf/2005.12872.pdf
Github (source codes):
https://github.com/facebookresearch/detr
youtube source: (paper explained):
https://www.youtube.com/watch?v=T35ba_VXkMY
WELCOME TO PYTORCH TUTORIALS
1. t.me/DeepLearning_ai
2. t.me/ComputerScience_MachineLearning
3 .https://pytorch.org/tutorials/
1. t.me/DeepLearning_ai
2. t.me/ComputerScience_MachineLearning
3 .https://pytorch.org/tutorials/
The best FREE combined Computer Science curriculum
1. @DeepLearning_ai
2. https://laconicml.com/computer-science-curriculum/
1. @DeepLearning_ai
2. https://laconicml.com/computer-science-curriculum/
Laconic Machine Learning
FREE Computer Science Curriculum From The Best Universities and Companies In The World - Laconic Machine Learning
Many of you liked our articles about how to gain a Computer Science education from MIT University for FREE where we’ve created a Computer Science curriculum from free MIT courses and how to become a Certified Data Scientist at Harvard University for FREE…
Real time face recognition with Android + TensorFlow Lite
The impressive effect of having the state-of-the-art running on your hands
1. @DeepLearning_ai
2. https://medium.com/@estebanuri/real-time-face-recognition-with-android-tensorflow-lite-14e9c6cc53a5
The impressive effect of having the state-of-the-art running on your hands
1. @DeepLearning_ai
2. https://medium.com/@estebanuri/real-time-face-recognition-with-android-tensorflow-lite-14e9c6cc53a5
Medium
Real time face recognition with Android + TensorFlow Lite
The impressive effect of having the state-of-the-art running on your hands
Brett_Slatkin_Effective_Python_90_Specific_Ways_to_Write_Better.pdf
12.2 MB
Effective Python: 90 Specific Ways to Write Better Python (2nd Edition) (Effective Software Development Series)
1. Join: @DeepLearning_ai
1. Join: @DeepLearning_ai
👍1
Deep-Learning-with-PyTorch.pdf
44.7 MB
DEEP LEARNING WITH PYTORCH
Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:
* Introduction to deep learning and the
* PyTorch library
* Pre-trained networks
* Tensors
* The mechanics of learning
* Using a neural network to fit data
* Using convolutions to generalize
* Real-world examples: Building a neural * network designed for cancer detection
* Deploying to production
1. Join: @DeepLearning_ai
Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:
* Introduction to deep learning and the
* PyTorch library
* Pre-trained networks
* Tensors
* The mechanics of learning
* Using a neural network to fit data
* Using convolutions to generalize
* Real-world examples: Building a neural * network designed for cancer detection
* Deploying to production
1. Join: @DeepLearning_ai
👍1
YOLOv5 is Here: State-of-the-Art Object Detection at 140 FPS
# [Tutorial] :https://blog.roboflow.ai/how-to-train-yolov5-on-a-custom-dataset/
# [Video] : https://www.youtube.com/watch?v=MdF6x6ZmLAY&feature=youtu.be
#[Repo] : https://github.com/ultralytics/yolov5
#[Colab Notebook] : https://colab.research.google.com/drive/1gDZ2xcTOgR39tGGs-EZ6i3RTs16wmzZQ
1. Join. @DeepLearning_ai
https://blog.roboflow.ai/yolov5-is-here/
# [Tutorial] :https://blog.roboflow.ai/how-to-train-yolov5-on-a-custom-dataset/
# [Video] : https://www.youtube.com/watch?v=MdF6x6ZmLAY&feature=youtu.be
#[Repo] : https://github.com/ultralytics/yolov5
#[Colab Notebook] : https://colab.research.google.com/drive/1gDZ2xcTOgR39tGGs-EZ6i3RTs16wmzZQ
1. Join. @DeepLearning_ai
https://blog.roboflow.ai/yolov5-is-here/
Roboflow Blog
How to Train a YOLOv5 Model On a Custom Dataset
Learn how to train a YOLOv5 model on a custom dataset.
👍2
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YOLOv5 is Here: State-of-the-Art Object Detection at 140 FPS
All 57 of our deep learning tutorials to support Keras/TensorFlow 2!
These tutorials are 100% free for you or anyone else in the world to access, read, and learn from — we never put our blog posts behind paywalls (unlike Medium blogs, for instance).
https://www.pyimagesearch.com/category/keras-and-tensorflow/
https://t.me/DeepLearning_ai
https://t.me/MachineLearning_Programming
These tutorials are 100% free for you or anyone else in the world to access, read, and learn from — we never put our blog posts behind paywalls (unlike Medium blogs, for instance).
https://www.pyimagesearch.com/category/keras-and-tensorflow/
https://t.me/DeepLearning_ai
https://t.me/MachineLearning_Programming
Image Object Detection — TensorFlow 2 Object Detection API
https://medium.com/swlh/image-object-detection-tensorflow-2-object-detection-api-af7244d4c34e
https://t.me/DeepLearning_ai
https://t.me/MachineLearning_Programming
https://medium.com/swlh/image-object-detection-tensorflow-2-object-detection-api-af7244d4c34e
https://t.me/DeepLearning_ai
https://t.me/MachineLearning_Programming
Medium
TensorFlow 2 — Object Detection on Custom Dataset with Object Detection API
Introduction
12 Papers You Should Read to Understand Object Detection in the Deep Learning Era
https://towardsdatascience.com/12-papers-you-should-read-to-understand-object-detection-in-the-deep-learning-era-3390d4a28891
👉https://t.me/DeepLearning_ai
https://towardsdatascience.com/12-papers-you-should-read-to-understand-object-detection-in-the-deep-learning-era-3390d4a28891
👉https://t.me/DeepLearning_ai
23 Amazing Deep Learning Project Ideas [Source Code Included]
https://data-flair.training/blogs/deep-learning-project-ideas/
👉https://t.me/DeepLearning_ai
https://data-flair.training/blogs/deep-learning-project-ideas/
👉https://t.me/DeepLearning_ai
DataFlair
23 Amazing Deep Learning Project Ideas [Source Code Included] - DataFlair
Work on amazing deep learning project ideas like image caption generator, human pose estimation, etc to enhance your skills & become expert
If you want to do some reading on machine learning and AI, then this is the right project for you. It has many Jupyter notebooks on the basics of deep learning and machine learning in Python.
https://github.com/ageron/handson-ml
👉https://t.me/DeepLearning_ai
https://github.com/ageron/handson-ml
👉https://t.me/DeepLearning_ai
GitHub
GitHub - ageron/handson-ml: ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead. - ageron/handson-ml
❤2
Using Flask to optimize performance with Mask R-CNN segmentation(with source code)
How to improve Mask R-CNN segmentation performance using a Flask web service.
https://medium.com/medialesson/using-flask-to-optimize-performance-with-mask-r-cnn-segmentation-39752f153029
👉https://t.me/DeepLearning_ai
How to improve Mask R-CNN segmentation performance using a Flask web service.
https://medium.com/medialesson/using-flask-to-optimize-performance-with-mask-r-cnn-segmentation-39752f153029
👉https://t.me/DeepLearning_ai
Medium
Using Flask to optimize performance with Mask R-CNN segmentation
How to improve Mask R-CNN segmentation performance using a Flask web service.
👍1
Bookshelf for Machine Learning, Deep Learning, and related topics
1. Machine Leaning and Deep Learning (50 books)
2. Python Books
3. Math Books for Machine Learning (19 books)
4. NLP Books(11 books)
5. Computer Vision (CV) Book
6. Reinforcement Learning Books
7. Speech Processing
8. cheatsheets
https://github.com/loveunk/Deep-learning-books
👉https://t.me/DeepLearning_ai
1. Machine Leaning and Deep Learning (50 books)
2. Python Books
3. Math Books for Machine Learning (19 books)
4. NLP Books(11 books)
5. Computer Vision (CV) Book
6. Reinforcement Learning Books
7. Speech Processing
8. cheatsheets
https://github.com/loveunk/Deep-learning-books
👉https://t.me/DeepLearning_ai
👍2
Dive Into Deep Learning
August 2020 and FREE version!!! D2L is the 987-page book that Amazon scientists have compiled over the past two years and has finally been completed... an interactive and ' open source book ' with code, math and discussions.
What makes this book unique is that it was created with Jupyter Notebook and with the idea of ′′ Learning with Practice "... that is, the book in its entirety consists of executable code with adaptations in PyTorch, TensorFlow and MXNet.
1. Free PDF Download: https://d2l.ai/d2l-en.pdf
2. Download the book in 'notebook' format to read and execute locally from web site: https://d2l.ai
3. https://t.me/DeepLearning_ai
August 2020 and FREE version!!! D2L is the 987-page book that Amazon scientists have compiled over the past two years and has finally been completed... an interactive and ' open source book ' with code, math and discussions.
What makes this book unique is that it was created with Jupyter Notebook and with the idea of ′′ Learning with Practice "... that is, the book in its entirety consists of executable code with adaptations in PyTorch, TensorFlow and MXNet.
1. Free PDF Download: https://d2l.ai/d2l-en.pdf
2. Download the book in 'notebook' format to read and execute locally from web site: https://d2l.ai
3. https://t.me/DeepLearning_ai
👍2
Self-supervised Representation Learning in Computer Vision — Part 2
https://medium.com/analytics-vidhya/self-supervised-representation-learning-in-computer-vision-part-2-8254aaee937c
👉https://t.me/DeepLearning_ai
https://medium.com/analytics-vidhya/self-supervised-representation-learning-in-computer-vision-part-2-8254aaee937c
👉https://t.me/DeepLearning_ai
Medium
Self-supervised Representation Learning in Computer Vision — Part 2
In Part 2 of Self-supervised Representation Learning, we look at contrastive learning and how MoCo and SimCLR work.
Here's a list of top 100 deep learning Github trending repositories.
Date: 02-02-2020 compared to 09-01-2019
Note: This will be updated regularly.
https://github.com/mbadry1/Top-Deep-Learning
👉https://t.me/DeepLearning_ai
Date: 02-02-2020 compared to 09-01-2019
Note: This will be updated regularly.
https://github.com/mbadry1/Top-Deep-Learning
👉https://t.me/DeepLearning_ai
GitHub
GitHub - mbadry1/Top-Deep-Learning: Top 200 deep learning Github repositories sorted by the number of stars.
Top 200 deep learning Github repositories sorted by the number of stars. - mbadry1/Top-Deep-Learning