Last month MyBridge ranked the top 10 out of more than 250 new open source machine learning projects:

  • These projects have an average of 1345 stars on GitHub
  • Topics covered: Deep learning, comic coloring, image enhancement, enhancement learning, databases

No.1

Fastai: Simplifies the process of training neural networks using the best deep learning algorithms available, including many “out of the box” tools that support Vision, Collab, and other models. [9001 月 star on GitHub]

Project Address:

Github.com/fastai/fast…

No.2

Deepvariant: A data analysis workflow capable of invoking genetic variants from next-generation DNA sequence data using deep neural networks. [1267 stars on GitHub]

Project Address:

Github.com/google/deep…

No.3

Albumentations: a fast image enhancement library based on the highly optimized OpenCV library. It is easy to customize and add other frameworks. [1109 stars on GitHub]

Project Address:

Github.com/albu/albume…

No.4

MangaCraft: Probably the best semi-automated comic book coloring technology available today. You don’t need to have any drawing skills or experience using professional software like PHOTOSHOP. Just choose a rough color and ai will automatically color your cartoon. [588 stars on GitHub]

Project Address:

Github.com/lllyasviel/…

No.5

Holodeck: A high-fidelity simulator for enhanced learning and robotics research. [GitHub 535 stars]

Project Address:

Github.com/byu-pccl/ho…

No.6

Petastorm: Uber’s open source data access library enables direct launch of individual machine or distributed training and evaluation of deep learning models from Apache Parquet format datasets. [GitHub 253 stars]

Project Address:

Github.com/uber/petast…

No.7

Ngx: Visual generators and mixers based on neural networks. [112 stars on GitHub]

Project Address:

github.com/keijiro/Ngx

No.8

AlphaAI: Uses unsupervised and supervised learning to predict stocks. [96 stars on GitHub]

Project Address:

Github.com/VivekPa/Alp…

No.9

Blueoil: Bringing deep learning technology to small devices has two main functions: training neural network models; Transform trained models into executable libraries. [80 stars on GitHub]

Project Address:

Github.com/blue-oil/bl…

No.10

1h-ML-images: An open source machine learning project launched by Tencent, consisting of an oversized multi-label image dataset and a pre-trained ResNET-101 model. [932 stars on GitHub]

Project Address:

Github.com/Tencent/ten…

Past review:

https://juejin.cn/post/6844903688981446669