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The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
OpenMMLab Detection Toolbox and Benchmark
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
A paper list of object detection using deep learning.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
A PyTorch implementation of EfficientNet
Object detection, 3D detection, and pose estimation using center point detection:
A data augmentations library for audio, image, text, and video.
SOTA Re-identification Methods and Toolbox
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .
An open-source toolbox for action understanding based on PyTorch
Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.
[CVPR2021, PAMI2023] End-to-End Object Detection with Learnable Proposal
Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!
The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)
Reproduce AlignedReID: Surpassing Human-Level Performance in Person Re-Identification, using Pytorch.
https://www.kaggle.com/c/humpback-whale-identification
Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org
Inflated i3d network with inception backbone, weights transfered from tensorflow
Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018
youtubevos / MaskTrackRCNN
Forked from open-mmlab/mmdetectionMaskTrackRCNN for video instance segmentation based on mmdetection
Code for 1st Place Solution in Intracranial Hemorrhage Detection Challenge @ RSNA2019