OpenMMLab Semantic Segmentation Toolbox and Benchmark.
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Updated
Jun 28, 2024 - Python
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
OpenMMLab Detection Toolbox and Benchmark
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
Implementing a modified Swin Transformer model in PyTorch on CIFAR-10 for image classification
OpenMMLab Pre-training Toolbox and Benchmark
Real-time ReID Tracking w/. Lite but Strong Feature Extractor & GAN
Comparing the performance of pixel-wise binary classification for road detection, from panchromatic satellite images using a custom model called RoadSegNN (with ResNet and Swin-T backbones) and SegNet.
Implementation of popular deep learning networks with TensorRT network definition API
A treasure chest for visual classification and recognition powered by PaddlePaddle
The official repository accompanying the paper "Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations".
Official implementation of "CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer".
This project uses PyTorch to classify bone fractures. As well as fine-tuning some famous CNN architectures (like VGG 19, MobileNetV3, RegNet,...), we designed our own architecture. Additionally, we used Transformer architectures (such as Vision Transformer and Swin Transformer). This dataset is Bone Fracture Multi-Region X-ray, available on Kaggle.
Official Repository for the paper "Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend".
Dataset of coral images conditions in Koh Tao, Thailand
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer
PyTorch implementation of 'Swin Transformer' (Liu et al., 2021) from scratch.
More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam,dcn and so on), and tensorrt
building AVA from ex-machina; a lightweight multi-modal system from scratch, just for learning & experimentation
Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
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