VinVL: Revisiting visual representations in vision-language models(CVPR 2021)模型的核心backbone基于上面提到的Oscar架构,主要是对object detection部分进行了优化,核心是希望在图像侧能够通过OD识别出更多样的图像实体,得到更多的object tag和region feature,进而提升后续Oscar图文模型效果。本文的目标检测采用了C4模型,预...
这个模型可以接收多个 computer vision 算法输出的结果，包括 object detection，attributes prediction，relationship detection 等等，然后将这些信息进行融合，得出答案。同时，我们的 VQA Machine 除了输出答案之外，还可以输出原因。在这个模型中，我们首先将问题从三个 level 来 encode。在每个 level，问题的特征与图像还...
static LanguageDetectionSkill fromJson(JsonReader jsonReader) Reads an instance of LanguageDetectionSkill from the JsonReader. String getDefaultCountryHint() Get the defaultCountryHint property: A country code to use as a hint to the language detection model if it cannot disambiguate the langua...
Language detection 1 core, 5GB memory 1 core, 8GB memory 15 30 CPU core and memory correspond to the --cpus and --memory settings, which are used as part of the docker run command. Get the container image with docker pull The Language Detection container image can be found on ...
googletranslationbarcodetext-recognitionface-detectionobject-detectionbarcode-scannermlkitlanguage-identificationimage-labelingml-kitsmart-replymlkit-android UpdatedOct 4, 2024 Java modelscope/3D-Speaker Star1.3k A Repository for Single- and Multi-modal Speaker Verification, Speaker Recognition and Speaker Diar...
At the core of GLIP isthe reformulation of object detection as a vision-language task:the model is not trained to predict objects with a multi-class classifier for specific benchmarks; rather, we reformulate object detection as phrase grounding. The model t...
Detection of clinical differences between videos The ability to measure the similarity between pairs of echocardiograms can also be used to identify a unique patient across multiple studies (a difficult task for human clinicians) as well as identify clinical changes over time. Comparing the cosine si...
The Math Behind Keras 3 Optimizers: Deep Understanding and Application Data Science This is a bit different from what the books say. Peng Qian August 17, 2024 9 min read Latest picks: Time Series Forecasting with Deep Learning and Attention Mechanism ...
Integrating the Image Classification SDK Integrating the Object Detection and Tracking SDK Integrating the Landmark Recognition SDK Integrating the Image Segmentation SDK Integrating the Product Visual Search SDK Integrating the Face Detection SDK (Optional) Removing Unused Binary Files Synchronizing...
ocr computer-vision artificial-intelligence text-recognition document text-detection document-analysis end-to-end-ocr multimodal scene-text-recognition multimodal-deep-learning scene-text-detection vision-language document-understanding scene-text-detection-recognition document-recognition document-intelligence docume...