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PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Updated 2025-04-22 23:50:11 +08:00

The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.

pytorch-implementation

document-image-processing

document-image-rectification

document-unwarping

Updated 2025-04-07 18:56:01 +08:00

A treasure chest for visual classification and recognition powered by PaddlePaddle

swin-transformer

image-classification

pretrained-models

knowledge-distillation

image-recognition

image-retrieval-system

product-recognition

Updated 2024-11-20 11:03:44 +08:00

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

Updated 2024-11-04 23:21:20 +08:00

OpenMMLab Image Classification Toolbox and Benchmark

image-classification

swin-transformer

Updated 2024-11-01 14:27:36 +08:00

OpenMMLab Pre-training Toolbox and Benchmark

swin-transformer

pretrained-models

image-classification

self-supervised-learning

masked-image-modeling

constrastive-learning

vision-transformer

Updated 2024-11-01 14:27:36 +08:00

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

object-detection

open-world-detection

vision-language

vision-language-transformer

Updated 2024-08-12 16:52:02 +08:00

An all-in-one toolkit for computer vision

object-detection

computer-vision

self-supervised-learning

vision-transformer

Updated 2024-07-18 16:52:56 +08:00

OpenMMLab Text Detection, Recognition and Understanding Toolbox

Updated 2024-06-02 11:16:52 +08:00

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

swin-transformer

image-segmentation

medical-image-segmentation

realtime-segmentation

retinal-vessel-segmentation

semantic-segmentation

vessel-segmentation

Updated 2024-04-11 06:32:32 +08:00

Official PyTorch implementation of SegFormer

semantic-segmentation

Updated 2023-06-14 06:01:29 +08:00

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Updated 2023-04-27 16:22:16 +08:00

Inverse Compositional Spatial Transformer Networks 🎭 (CVPR 2017 oral)

Updated 2019-04-11 03:30:20 +08:00

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

spatial-transformer-network

thin-plate-splines

Updated 2018-03-26 15:08:02 +08:00