Top 6 keras-model 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

ssd_keras

4 1,846 0.0 Python

A Keras port of Single Shot MultiBox Detector
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.
frugally-deep

5 1,043 8.0 C++

Header-only library for using Keras (TensorFlow) models in C++.

Project mention: Frugally-deep: Header-only library for using Keras (TensorFlow) models in C++ | news.ycombinator.com | 2023-12-09

pytorch2keras

2 846 0.0 Python

PyTorch to Keras model convertor

Project mention: Help Needed: Converting PlantNet-300k Pretrained Model Weights from Tar to h5 Format Help | /r/learnpython | 2023-06-09

It's almost certainly a pickled pytorch model so you will first need to load it using pytorch and then write it out to h5 (legacy keras format) with https://github.com/gmalivenko/pytorch2keras.

TrainYourOwnYOLO

1 635 0.0 Jupyter Notebook

Train a state-of-the-art yolov3 object detector from scratch!
efficientnet-lite-keras

1 38 0.0 Python

Keras reimplementation of EfficientNet Lite.

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).