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TSN SCOREBOARDThis section presents a chart related to the TSN scores of various football teams. Some of the teams mentioned in the chart are Denver Broncos, Houston Texans, Miami Dolphins and New York Jets.
(test_loader): _, labels = data # 预测 outputs = model.test_step(data) # 经过 softmax 输出置信度分数 scores = F.softmax(outputs) # 从预测结果中取出置信度分数最高的 class_id = paddle.argmax(scores, axis=-1) pred = class_id.numpy()[0] label = labels.numpy()[0][0] print('...
, std=self.std) def forward(self, x, seg_num): """Define how the head is going to run. Args: x (paddle.Tensor): The input data. num_segs (int): Number of segments. Returns: score: (paddle.Tensor) The classification scores for input samples. """ # XXX: check dropout location!
每一个snippet都作为网络的input就能得到K个关于视频所属类别的scores,然后这K个scores通过一个融合函数G来生成最终评分。G主要有 max, average和weighted average这三种,作者通过对比实验最终选择average。 网络结构如下: 除此之外,作者还提出了RGB diff与Warped Optical Flow这两种modality,来作为RGB和optical flow的...
不同Input模态下,采用加权平均进行class score fusion,得到video-level class scores,之后接softmax,loss采用CE交叉熵。 例如:两路CNN(如图中spatial ConvNet和temporal ConvNet)的结果采用加权求均值的方式进行合并,文中用的权重比例是spatial:temporal=1:1.5。When both normal and warped optical flow fields are us...
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Luckily, Zacks has developed its own Style Scores system in an effort to find stocks with specific traits. Value investors will be interested in the system's "Value" category. Stocks with both "A" grades in the Value category and high Zacks Ranks are among the strongest value stocks on the...
The Zacks Value Style Score (part of the Zacks Style Scores system), which pays close attention to both traditional and unconventional valuation metrics to grade stocks from A to F (an An is better than a B; a B is better than a C; and so on), is pretty helpful in identifying whe...