Recent weakly supervised semantic segmentation paper
weakly-supervised-learning semantic-segmantation weakly-supervised-segmentation class-activation-mapping
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semantic-segmantation
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[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940
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- Python
Pytorch implementation of CVPR2020 paper "Correlating Edge, Pose with Parsing"
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- Python
[ECCV 2024] Pytorch code for our ECCV'24 paper NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields
transformers vit representation-learning nerf 3d 3d-deep-learning semantic-segmantation differentiable-rendering 3d-detection feature-pyramid-network self-supervised-learning 3d-unet multi-view region-proposal-network masked-autoencoder neural-rendering neural-radiance-fields vision-transformers instant-ngp super-resoluion
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- Python
Implement some state-of-the-art methods of Semantic Scene Completion (SSC) task in PyTorch. [1] 3D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior (CVPR 2020)
rgbd tsdf semantic-scene-understanding semantic-segmantation scene-understanding rgbd-segmentation rgbd-reconstruction semantic-scene-completion tsdf-fusion
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- Python
[TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".
python computer-vision deep-learning image-processing pytorch transformer remote-sensing convolutional-neural-networks hyperspectral-image-classification superpixels semantic-segmantation
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Joint Geometric and Object Segmentation for Indoor Scenes
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- MATLAB
This is a semantic SLAM system that is robust in dyanmic environments.
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[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction
semantic-segmantation object-detecting panoptic-segmentation real-time-semantic-segmentation instance-segmenation feature-alignment
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- Python
Text Summarization on Spotify Podcast Transcripts for NLP class at @unibo
nlp semantic-segmantation abstractive-summarization huggingface spotify-podcast-dataset bart-large-cnn
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- Jupyter Notebook
Detecting and segmenting destructive anomalies in farmland from satellite images, improving time, efficiency, and crop yield.
deep-learning agriculture neural-networks ensemble-learning image-segmentation semantic-segmantation anomalies crop-fields agricultural-ai
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- Python
Point Cloud Augmentation
deep-learning point-cloud lidar segmentation augmentation 3d-data lidar-point-cloud semantic-segmantation
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- Python
ResNet + FCN (tensorflow version) for Semantic Segmentation
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CVPR 2018 WAD Video Segmentation Challenge with SegNet
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- Python
基于车载图像序列的路况分析
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- Jupyter Notebook
Official code for the paper "Ro-SOS: Metric Expression Network (MEnet) for Robust Salient Object Segmentation"
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- Python
Leverage the power of Deep Learning to automatically detect, segment and classify surface defects 🤯🤯
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- Jupyter Notebook
Bachelor’s Thesis (TFG) implementation based on https://github.com/CSAILVision/semantic-segmentation-pytorch for semantic segmentation of multispectral images, specifically applied to the GID dataset.
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- Python
Research internship in semantic segmentation for panoramic images.
computer-vision research-and-development depth-estimation mask-rcnn semantic-segmantation panoramic-images matterport3d-dataset deeplabv3 coco-dataset hohonet estimate-position stanford2d3d-dataset
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- Jupyter Notebook
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