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
36 stars
6 watching
6 forks
Language: Python
last commit: over 5 years ago
Linked from 1 awesome list
benchmarkkerassegmentationunet
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 | This repository provides a software framework and implementation of a neural network model for high-resolution image segmentation tasks | 1,379 |