When given an input, an encoder converts it into a smaller, more dense representation of the data. This compressed representation preserves the information that’s needed for a decoder to reconstruct the origina
including remote production and broadcast contribution to both on-premise and cloud production workflows, it can securely deliver live video streams over any IP network, including the public internet. Paired with a dedicatedMakito X4 Decoder, users can achieve end-to-end stream reliability, ultra-low...
If a person’s body does not look to have a natural shape, then it is most likely fake. Deepfake technology largely focuses on faces rather than the entire body, which leads to unnatural body shapes. Unnatural hair Fake images cannot generate realistic individual characteristics, such as frizzy...
How Does ASR work? ASR is a challenging task in natural language, as it consists of a series of subtasks such as speech segmentation, acoustic modelling, and language modelling to form a prediction (of sequences of labels) from noisy, unsegmented input data. Deep learning has replaced traditi...
How Does Generative AI Work? There are two answers to the question of how generative AI models work. Empirically, we know how they work in detail because humans designed their various neural network implementations to do exactly what they do, iterating those designs over decades to make them ...
To deal with all the storage space videos consume, codecs, which stand for “coder-decoder,” were created. But what does a codec do? In its simplest form, a codec is a video compression method. It takes your large video file, squeezes it down, and compresses it into something much...
What should I do if "9568305: dependent module does not exist" is displayed when I run the hdc install xxx.hap command to install a HAP? How do I export application crash logs? How do I select a crash collection mode? What are the differences between ErrorManager, FaultLog, and HiAp...
A different way to make a wireless transmission is through a Display Encoder. As we learned earlier, a display decoder receives the encoded signal from the source device. The encoder does the opposite, but how? An encoder converts the data signal into a coded message format andtransmitsthe...
How Does the Text Come into Play in Diffusion and Stable Diffusion? To make the process of image generation guided, we must first convert textual data into vector representations. This is typically done with a GPT-style language model. The embeddings it produces are added to the visual input ...
1(a) does not convey the sentiment, but the image confirms its expressive nature with a sentiment of love, hence making it non-offensive. Similarly, in Fig. 1(b), knowing that the meme carries a sentiment of hate increases the likelihood of it being offensive. We can observe that the ...