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The latest figures, he says, suggest the real figure has been nearer $17bn. Figure 10 shows the testing results on two scenes of the Human3D dataset: smoking S9 and photo S9. The results of each method are displayed in row-wise. Specifically, the shadows of the legs and the right hand are differently rendered due to the erroneous pose estimated using the method in Pavllo et al. Admittedly, for some pose scenes, e.g., Phone, Eat, our method does not achieve the best performance. Each column indicates a different pose scene, e.g., walking, eating, etc. We highlight the best and second best results in each column in bold and underline formats respectively. Furthermore, in the second part of Table 6, we show the results with ground-truth (GT) 2D input. For both datasets, we use the standard evaluation metrics MPJPE and P-MPJPE to measure the offset between the estimation result and ground-truth (GT) relative to the root node in millimeters (Ionescu et al. To further validate the accuracy, we trace these individual joints across frames in the corresponding video sequence and measure their MPJPE in the temporal space. Note that our approach, indicated by the green bar, achieves minimum MPJPE among all the other methods in most of the joints.


Though it is hard to see the difference from the single frame, from the MPJPE (the green number on the top-left corner of each pose result), our attention-based model delivers the best result. Note that our model outperforms all the existing approaches by reaching a minimum average error of 48.6 mm in MPJPE and 37.7 mm in P-MPJPE. A quick note before we get started: we’ve ignored professional, dedicated video cameras like the Canon Cinema EOS or www.wxedu.com.cn Sony FS series in this list of the best 4K cameras. The left three columns list the main variables. When there is a commanders list employed, that boost the infantry damage, your infantry would be ripping through vehicles and tanks. There is all to play for. The Kiyo Pro is capable of producing uncompressed 1920x1080 video at 60fps, putting it up there with the very best webcams out there like Logitech's Streamcam, but I'm particularly intrigued by its built-in HDR feature.


Of course, at £200 / $200, it's pretty darn pricey, but with several high-end gaming webcams such as Logitech's C922 Pro HD still difficult to get hold of, Razer's Kiyo Pro could be just the ticket if you're after a do-it-all webcam for games and Zoom chats. And which one? If you’ve been sitting out of the gaming world for a little while or you’re a complete newcomer, jumping back in can be daunting, with a lot of information to parse and little explanation of how much of it really matters. From the side-by-side comparisons, one can easily see the difference between the rendered results against the ground truth. Video can be saved in MP4 or MOV format. The new Final Cut Pro X update now makes it easier to move the entirety of a proxy project to another device, including non-proxy files like images, titles, or motion graphics - meaning you can easily share a much smaller version of your video project, fully edit it remotely, and then pass it back to your main computer for final color correction, effects, and export.


And Microsoft is not the only firm that thinks the time is now ripe. More and more producers are now thinking of more innovative ways of producing thrilling shows for their viewers. This is because more layers lead to a larger receptive field, allowing the multi-scale dilation to capture long-term dependency across frames. In the second row of each scene, We trace these average joint errors across all of the frames in the corresponding video sequence. Fig. 7 plots the MPJPE curves over time (around 1400 frames) on two selected joints: the left ankle from Walking S9 and the left elbow from Smoking S9. To visually demonstrate the significance of the estimation improvement, we apply animation retargeting to a 3D avatar by synthesizing the captured motion from the same frame of the Walking S9 and Posing S9 sequences as shown in Fig. 9. With the support of additional mesh surface driven by the pose, it helps magnify the degree of body part arrangement that enhance the contrast of estimation.