Top 13 tensorflow-tutorial Open-Source Projects

TensorLayer

1 7,275 0.0 Python

Deep Learning and Reinforcement Learning Library for Scientists and Engineers
introtodeeplearning

2 6,833 8.5 Jupyter Notebook

Lab Materials for MIT 6.S191: Introduction to Deep Learning
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Machine-Learning-Collection

9 6,833 3.5 Python

A resource for learning about Machine learning & Deep Learning

Project mention: Building an AI Game Bot 🤖Using Imitation Learning and 3D Convolution ResNet | dev.to | 2024-01-02

def compute_mean_std(dataloader): ''' We assume that the images of the dataloader have the same height and width source: https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_std_mean.py ''' # var[X] = E[X**2] - E[X]**2 channels_sum, channels_sqrd_sum, num_batches = 0, 0, 0 for batch_images, labels in tqdm(dataloader): # (B,H,W,C) batch_images = batch_images.permute(0,3,4,2,1) channels_sum += torch.mean(batch_images, dim=[0, 1, 2, 3]) channels_sqrd_sum += torch.mean(batch_images ** 2, dim=[0, 1, 2,3]) num_batches += 1 mean = channels_sum / num_batches std = (channels_sqrd_sum / num_batches - mean ** 2) ** 0.5 return mean, std compute_mean_std(dataloader)

docs

3 6,011 9.1 Jupyter Notebook

TensorFlow documentation (by tensorflow)
tensorflow-deep-learning

1 4,849 7.0 Jupyter Notebook

All course materials for the Zero to Mastery Deep Learning with TensorFlow course. (by mrdbourke)
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

1 3,638 1.0 Python

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
yolov3-tf2

3 2,507 2.8 Jupyter Notebook

YoloV3 Implemented in Tensorflow 2.0
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
awesome-colab-notebooks

5 1,196 5.3 Python

Collection of google colaboratory notebooks for fast and easy experiments
tensorflow_chessbot

2 496 2.5 Jupyter Notebook

Predict chessboard FEN layouts from images using TensorFlow

Project mention: Introducing FENfinder! Search across educational YouTube videos for specific chess positions. | /r/chess | 2023-04-21

Basically, I download a video, split the video into images (1 img/sec), and then use a slightly modified version of chessfenbot to identify a chess position in the image. If I find one I store it in a database along with some metadata about the video where the position was seen.

Gradient-Samples

0 61 0.0 C#

Samples for TensorFlow binding for .NET by Lost Tech
TensorFlow2.0_Notebooks

1 37 0.0 Jupyter Notebook

Implementation of a series of Neural Network architectures in TensorFow 2.0
pocket-automl-android-tutorial

4 19 0.0 Java

Pocket AutoML: Tutorial for Creating an Android App for Image Classification with Deep Learning
TF.js-with-Vue3

1 0 6.9 Vue

A basically Object Recognition with TensorFlow.js and Vue 3.

Project mention: How to Use Object Recognition with TensorFlow.js and Vue 3? | dev.to | 2024-02-01

After calling our components in HomeView.vue, we obtain the appearance in our visualization. If there are any differences or missing parts in your view, you can check TF.js-with-Vue3 for the repository. Alternatively, you can download it directly to your computer.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-01.

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Index

What are some of the best open-source tensorflow-tutorial projects? This list will help you:

	Project	Stars
1	TensorLayer	7,275
2	introtodeeplearning	6,833
3	Machine-Learning-Collection	6,833
4	docs	6,011
5	tensorflow-deep-learning	4,849
6	Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials	3,638
7	yolov3-tf2	2,507
8	awesome-colab-notebooks	1,196
9	tensorflow_chessbot	496
10	Gradient-Samples	61
11	TensorFlow2.0_Notebooks	37
12	pocket-automl-android-tutorial	19
13	TF.js-with-Vue3	0