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For Complete PDF(english): remote_clip_finetuning.pdf For Complete Code(pytorch): github contact: email; much thanks to this great work: remoteclip What is CLIP? CLIP is a model that fundamentally changes how machines understand images by training on a combination of image and text data. This method, known as contrast learning, involves...

Article Link (Chinese): Group Meeting Editing & Layouts: Ziyue GUO PPT Link (English): Intelligent Bear Protection System Editing & Layouts: Pengyu CHEN Vedio Demo: The ongoing conflict between residents in the Qinghai-Tibet Plateau region and Tibetan brown bears poses a significant challenge to the protection of the local ecos...

Non Maximum Suppression: Theory and Implementation in PyTorch (EN & CN) Non Maximum Suppression(NMS) Is a technique used in numerous computer vision tasks. It is a class of algorithms to select one entity(e.g., bouding boxes) out of many overlapping entites. We can choose the selection criteria to arrive at the desired results. The criteria ...

In 15 minutes and just a few lines of code, we are going to implement the Prototypical Networks. It’s the favorite method of many few-shot learning researchers (~2000 citations in 3 years), because 1) it works well, and 2) it’s incredibly easy to grasp and to implement. Discovering Prototypical Networks First, let’s install the tutorial GitHub ...