dla

Image classification tool

A software framework for deep learning-based image classification and segmentation tasks

Code for the CVPR 2018 Oral Paper "Deep Layer Aggregation"

GitHub

434 stars
13 watching
87 forks
Language: Python
last commit: almost 3 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
lonl/cdbn An implementation of Convolutional Deep Belief Networks with various computational methods and GPU acceleration. 35
imageomics/bioclip A deep learning framework trained on a large biological image dataset to learn taxonomic labels and classify images. 174
utilforever/cubbydnn A lightweight C++17 deep learning framework for resource-constrained devices. 30
jppbsi/libdeep An open-source C library providing tools and components for developing artificial intelligence-based techniques using deep learning. 23
dorian3d/dbow2 An improved hierarchical bag-of-word representation library for computer vision tasks 870
thelegendali/deeplab-context An implementation of a deep learning system for semantic image segmentation using a combination of convolutional neural networks and conditional random fields. 239
csbdeep/csbdeep Toolbox for improving digital images taken with fluorescence microscopy using deep learning algorithms 287
microsoft/cvt An implementation of a new neural network architecture that combines the strengths of convolutional and transformer designs to improve performance on image classification tasks. 559
ibm/max-inception-resnet-v2 An image classification model using a third-generation deep residual network. 27
homles11/igcv3 An implementation of an efficient deep neural network architecture 189
nicholas-leonard/dp A deep learning library for streamlining research and development using the Torch7 distribution. 343
cauchyturing/ucr_time_series_classification_deep_learning_baseline Developing and evaluating deep learning models for time series classification with a focus on interpretability and deployability. 682
djcp/linnaeus A Redis-backed system for classifying documents into categories based on their content. 38
matifali/dockerdl A Docker image for deep learning environments with pre-installed packages and tools 78
jcjohnson/densecap A deep learning framework for generating natural language descriptions of images by detecting objects and their attributes 1,584