segmentation-networks-benchmark

Segmentation network benchmark

A comprehensive benchmark framework for evaluating the performance of various segmentation network architectures on diverse datasets.

Evaluation framework for testing segmentation networks in Keras

GitHub

36 stars
6 watching
6 forks
Language: Python
last commit: over 5 years ago
Linked from 1 awesome list

benchmarkkerassegmentationunet

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
bloodaxe/catalyst-inria-segmentation-example An example project demonstrating the use of Catalyst for training segmentation models from Inria Satellite Segmentation Challenge data. 45
theduynguyen/keras-fcn An implementation of fully convolutional neural networks for semantic segmentation using TensorFlow as the backend. 15
tobypde/frrn A software framework for training and evaluating full-resolution residual networks for semantic image segmentation tasks 280
aitorzip/keras-icnet A deep learning framework for real-time image segmentation on high-resolution images using convolutional neural networks 86
zfturbo/zf_unet_224_pretrained_model A pre-trained convolutional neural network model for image segmentation tasks. 214
aurora95/keras-fcn Keras implementation of Fully Convolutional Networks for Semantic Segmentation 650
k3nt0w/fcn_via_keras A Python implementation of a deep neural network architecture for semantic image segmentation 48
pavlosmelissinos/enet-keras An implementation of a deep neural network architecture for real-time semantic segmentation in Python. 115
ethanhe42/u-net A convolutional neural network architecture for biomedical image segmentation 426
mazhar-ansari-ardeh/benchmarkfcns Provides benchmarking functions for mathematical optimization algorithms 66
cvjena/cn24 A framework for building semantic segmentation models using convolutional patch networks 123
bencheeorg/benchee A tool for benchmarking Elixir code and comparing performance statistics 1,417
guosheng/refinenet A MATLAB-based framework for semantic image segmentation and dense prediction tasks using multi-path refinement networks. 589
vladkryvoruchko/pspnet-keras-tensorflow An implementation of a deep learning model for image segmentation using TensorFlow and Keras 394
zhengpeng7/birefnet An implementation of a deep learning-based image segmentation model for high-resolution images 1,319