Top 4 pre-trained Open-Source Projects

segmentation_models

8 4,602 0.0 Python

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models

bumblebee

10 1,188 9.2 Elixir

Pre-trained Neural Network models in Axon (+ 🤗 Models integration) (by elixir-nx)

Project mention: Implementing Natural Conversational Agents with Elixir | news.ycombinator.com | 2024-04-18

Despite some limitations, you will probably find Bumblebee (https://github.com/elixir-nx/bumblebee) interesting.
"Bumblebee provides pre-trained Neural Network models on top of Axon. It includes integration with HuggingFace Models, allowing anyone to download and perform Machine Learning tasks with few lines of code"

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.
MEAL-V2

1 684 1.8 Python

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
ModelZoo.pytorch

1 48 0.0 Python

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

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).