313 Open source projects that are alternatives of or similar to Deeplabv3plus Pytorch

LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation

Implementation of our paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

A collection of deep learning models (PyTorch implemtation)

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

PSPNet in Chainer

High level network definitions with pre-trained weights in TensorFlow

Implementation of popular deep learning networks with TensorRT network definition API

DeepLab v3+ model in PyTorch. Support different backbones.

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, SAD, PRNet, RESA, LSTR...) based on PyTorch 1.6 with mixed precision training

Computer vision library for wildfire detection

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

This repository contains the source code of our work on designing efficient CNNs for computer vision

Depth estimation from RGB images using fully convolutional neural networks.

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Wide Residual Networks implemented in TensorLayer and TensorFlow.

Benchmark for DeepLearning anomaly detection

TensorFlow-based implementation of "Pyramid Scene Parsing Network".

tensorflow implementation of Grad-CAM (CNN visualization)

yolo3 implement by tensorflow， including mobilenet_v1, mobilenet_v2

practice on CIFAR10 with Keras

Convert between visual object detection datasets

This repository contains code and tools for reading, processing, evaluating on, and visualizing Panoptic Parts datasets. Moreover, it contains code for reproducing our CVPR 2021 paper results.

No description or website provided.

A Keras implementation of MobileNetV2.

[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

Pytorch code for semantic segmentation using ERFNet

Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

an updated version of fb.resnet.torch with many changes.

Image Forgery Detection using Deep Learning, implemented in PyTorch.

Keras implementation of a ResNet-CAM model

Deep learning model to estimate the depth of image.

Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

Samples for TensorFlow binding for .NET by Lost Tech

yolov3 with mobilenetv2 and efficientnet

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

PyTorch to Keras model convertor

DeepLab-ResNet rebuilt in Pytorch

Pytorch to train ENet of Cityscapes datasets and CamVid datasets nicely

Code for https://arxiv.org/abs/1611.10080

No description or website provided.

A real-time face mask detector based on computer vision and deep learning, created using Pytorch and OpenCV

Focal Loss for Dense Object Detection.

CBAM implementation on TensorFlow Slim

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.

Ensemble code for Resnet in Tensorflow slim

Visualizing where the Convolution Network is looking through CAM.

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

TrackNet for badminton tracking using tensorflow2

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

2.86% and 15.85% on CIFAR-10 and CIFAR-100

Inflated 3D ConvNets for video understanding

WIDER FACE annotations converted to the Pascal VOC XML format

AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.