Types & classes — github.com/QwenLM/Qwen3-VL-Embedding

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Types & classes22 in github.com/QwenLM/Qwen3-VL-Embedding

⨍ Functions 211◇ Types & classes 22

↓ 2 callersClassMultimodalEvalDataCollator

src/evaluation/mmeb_v2/data/collator.py:7

↓ 2 callersClassQwen3VLReranker

src/models/qwen3_vl_reranker.py:74

↓ 2 callersClassRankingMetrics

src/evaluation/mmeb_v2/utils/eval_utils/metrics.py:11

↓ 1 callersClassQwen3VLEmbedder

src/models/qwen3_vl_embedding.py:160

↓ 1 callersClassQwen3VLForEmbeddingOutput

src/models/qwen3_vl_embedding.py:37

↓ 1 callersClassRandomHorizontalFlipVideo

Flip the video clip along the horizontal direction with a given probability Args: p (float): probability of the clip being flipped. D

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:628

↓ 1 callersClassTemporalRandomCrop

Temporally crop the given frame indices at a random location. Args: size (int): Desired length of frames will be seen in the model.

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:656

↓ 1 callersClassToTensorVideo

Convert tensor data type from uint8 to float, divide value by 255.0 and permute the dimensions of clip tensor

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:606

↓ 1 callersClassUCFCenterCropVideo

First scale to the specified size in equal proportion to the short edge, then center cropping

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:490

ClassAutoEvalPairDataset

src/evaluation/mmeb_v2/data/datasets/base_eval_dataset.py:31

ClassCenterCropResizeVideo

First use the short side for cropping length, center crop video, then resize to the specified size

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:452

ClassCenterCropVideo

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:551

ClassDataArguments

src/evaluation/mmeb_v2/arguments.py:21

ClassEvalArguments

src/evaluation/mmeb_v2/arguments.py:41

ClassKineticsRandomCropResizeVideo

Slide along the long edge, with the short edge as crop size. And resie to the desired size.

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:526

ClassMMEBEmbeddingModel

Simplified MMEBModel for Qwen3VL embeddings.

src/evaluation/mmeb_v2/models.py:10

ClassModelArguments

src/evaluation/mmeb_v2/arguments.py:7

ClassNormalizeVideo

Normalize the video clip by mean subtraction and division by standard deviation Args: mean (3-tuple): pixel RGB mean std (3-t

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:581

ClassQwen3VLForEmbedding

src/models/qwen3_vl_embedding.py:42

ClassRandomCropVideo

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:415

ClassRerankArguments

src/evaluation/mmeb_v2/arguments.py:45

ClassResizeCrop

src/evaluation/mmeb_v2/utils/vision_utils/video_transforms.py:400