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OpenSenseNova

OpenSenseNova/SenseNova-Vision

SenseNova-Vision是一个统一的视觉多模态生成模型,支持图像理解与生成。它通过单一架构处理多种视觉任务,提供7B参数模型权重、50M训练数据集及推理代码,旨在简化多模态AI应用的开发与评估流程。

OpenSenseNova/SenseNova-Vision

技术栈

根目录 python

查看全部依赖 (44)

依赖

NumPy OpenEXR Pandas Pillow PyYAML Requests accelerate bitsandbytes decord einops gradio h5py huggingface_hub matplotlib ninja omegaconf open3d opencv_python openjdk 8 packaging pip 25.1 projectaria-tools protobuf psutil pyarrow pycocoevalcap pycocotools python 3.10.16 regex safetensors scipy sentencepiece setuptools 78.1.1 shapely tabulate torch torchvision tqdm transformers trimesh triton wandb wheel 0.45.1 xlsxwriter

截图

./assets/showcase/fig2_one_case_for_all.webp
./assets/fig3_system_overview.webp
./assets/showcase/fig7_sensenova_vision_results.webp
./assets/showcase/object_detection/coco_common.jpg
./assets/showcase/object_detection/LIVS.jpg
./assets/showcase/object_detection/dense200.jpg
./assets/showcase/object_detection/visdrone.jpg
./assets/showcase/referring_detection/141964854306.jpg
./assets/showcase/referring_detection/COCO_train2014_000000204294.jpg
./assets/showcase/ocr/textline_2.jpg
./assets/showcase/ocr/word_1.jpg
./assets/showcase/ocr/word_2.jpg
./assets/showcase/visual_prompt/2009.jpg
./assets/showcase/visual_prompt/2271.jpg
./assets/showcase/visual_prompt/2916.jpg
./assets/showcase/visual_prompt/7082.jpg
./assets/showcase/layout_grounding/layout_1.jpg
./assets/showcase/layout_grounding/layout_2.jpg
./assets/showcase/keypoints/human_1.jpg
./assets/showcase/keypoints/human_2.jpg
./assets/showcase/keypoints/animal_1.jpg
./assets/showcase/keypoints/animal_2.jpg
./assets/showcase/gui_grounding/gui_1.jpg
./assets/showcase/gui_grounding/gui_2.jpg
./assets/showcase/dense_geometry/dense_geometry.jpg
./assets/showcase/segmentation/pan/000000439525_panoptic.webp
./assets/showcase/segmentation/pan/000000563603_panoptic.webp
./assets/showcase/segmentation/pan/000000237928_panoptic.webp
./assets/showcase/segmentation/pan/000000009772_panoptic.webp
./assets/showcase/segmentation/sem/000000001000_semantic.webp
./assets/showcase/segmentation/sem/000000017627_semantic.webp
./assets/showcase/segmentation/sem/000000074733_semantic.webp
./assets/showcase/segmentation/ref/sample_003607_COCO_train2014_000000084712_42623_main_center_person_pred_vis.webp
./assets/showcase/segmentation/ref/sample_003854_COCO_train2014_000000232371_30263_left_giraffe_pred_vis.webp
./assets/showcase/segmentation/ref/sample_004283_COCO_train2014_000000388421_16726_older_man_pred_vis.webp
./assets/showcase/segmentation/ref/sample_010222_COCO_train2014_000000180179_34673_middle_zebra_pred_vis.webp
./assets/showcase/segmentation/rea/sample_000128_14013318558_59e559a0a5_o_in_a_music_class_students_usually_learn_to_play_various_instruments.__b2f4083db9_pred_vis.webp
./assets/showcase/segmentation/rea/sample_001431_5183659728_546436cdcb_o_what_object_in_the_picture_could_be_utilized_as_an_accessory_worn_aro_58d636e391_pred_vis.webp
./assets/showcase/segmentation/rea/sample_001998_7302072422_9c406bf68a_o_when_sailing_on_water_adjusting_the_sails_is_necessary_for_controllin_cd00167b1f_pred_vis.webp
./assets/showcase/segmentation/GCG/20260630-192539.webp
./assets/showcase/segmentation/GCG/20260630-201751.webp
./assets/showcase/segmentation/GCG/20260630-201826.webp
./assets/showcase/segmentation/GCG/20260630-202213.webp
./assets/showcase/segmentation/inter/point_prompt_1.webp
./assets/showcase/segmentation/inter/04_sample_000151_000000491497_point.webp
./assets/showcase/segmentation/inter/05_sample_000071_000000480985_point.webp
./assets/showcase/segmentation/inter/20260630-145454.webp
./assets/fig4_training_data.webp

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