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swin-transformer-v2

PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].

swin_transformer_ucas

swin_transformer_v2

swincar

swinir

SwinIR: Image Restoration Using Swin Transformer (official repository)

swinir-v2

image super resolution using swin transformer v2

swint_detectron2

tensorflow-advanced-segmentation-models

A Python Library for High-Level Semantic Segmentation Models based on TensorFlow and Keras with pretrained backbones.

tensorflow-object-detection-api-tutorial-train-multiple-objects-windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

tf-cpn

Cascaded Pyramid Network for Multi-Person Pose Estimation (CVPR 2018)

tf-eager-fasterrcnn

Faster R-CNN R-101-FPN model was implemented with TensorFlow2.0 eager execution.

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

tf-faster-rcnn-1

TensorFlow implementation of Faster R-CNN

tf2_fasterrcnn

tovoc_tococo

make xml and make your own voc dataset; voc to coco dataset

trackformer

Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]

train-faster-rcnn

Train Faster R-CNN on custom dataset (including training plots)

transformer-in-computer-vision

A paper list of some recent Transformer-based CV works.

transformer-in-vision

Recent Transformer-based CV and related works.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

tresnet

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

unet-cbam_keras

various-nms-for-object-detetion

Included the standard NMS, Rotate NMS，standard SoftNMS, Rotate SoftNMS, Weighted NMS, Rotate Weighted NMS, Weighted-Boxes-Fusion, Rotate Weighted-Boxes-Fusion

vision

Datasets, Transforms and Models specific to Computer Vision

vision_transformer

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vitgan

A PyTorch implementation of ViTGAN based on paper ViTGAN: Training GANs with Vision Transformers.

vitgan-1

[WIP] Unofficial PyTorch implementation for "ViTGAN: Training GANs with Vision Transformers".

vitgan-2