To study some research papers, ChatGPT may help… So I tested this idea with Google’s research paper “Pix2Seq: A New Language Interface for Object Detection”, which I used for my project… Me: do you know pix2seq? ChatGPT: Yes, I am familiar with Pix2Seq. It is a neural network architecture that…

It is so impressed. I definitely will switch to ChatGPT from Google search while learning some new concepts. Can you explain the cross entropy for me? Cross-entropy is a measure of the difference between two probability distributions. It is commonly used in the field of machine learning, particularly in the training of neural networks. In a neural network…

original post:https://ai.facebook.com/blog/self-supervised-learning-the-dark-matter-of-intelligence/ As of now, end of 2022, let's re-read the paper published on mid of 2021, it may give us a fresh view of SSL by doing this review. We believe that self-supervised learning (SSL) is one of the most promising ways to build such background knowledge and approximate…

My Jetson AGX Xavier randomly died during my coding-debugging…It is kind of dead but not fully dead so I want to have a bash script automatically reboot it when it is dead. generate your local ssh key by $ ssh-gen 2. copy to local .ssh by $ cat .ssh/id_rsa.pub >> .ssh/authorized_keys 3. run following script #! /bin/bash for ((i=1;i==1;i=1)) do ssh -o Batchmode=yes -o ConnectTimeout=3 127.0.0.1 exit if [ $? != "0" ]; then echo "reboot" sudo reboot fi echo "sshd alive..." sleep 10 done

#tfds.features.BBoxFeature TFDS BBoxFeature uses normalized coordinates. What is the normalized coordinates then? Normalized device coordinate or NDC space is a screen independent display coordinate system; it encompasses a cube where the x, y, and z components range from −1 to 1. An example for xmin, ymin, xmax, ymax The bounding box has the following (x, y) coordinates of its corners: top-left is (x_min…

Let add a new Textbox to Gradio framework, call it Textbo1 Add new class Textbo1 in compnents.py: make the new copy name of Textbo1 of the directory named “Textbox” $ cp -r github/my_/gradio/ui/packages/app/src/components/Textbox github/my_/gradio/ui/packages/app/src/components/Textbo1 $ cp -r /mnt/docker/github/gradio/ui/packages/app/src/components/input/Textbox /mnt/docker/github/gradio/ui/packages/app/src/components/input/Textbo1

Go to github, setting of a repo, change the branch’s default name, as following : then:

How to create a new dataset for Anno-Robot Clone TF dataset source code, no worry, we are not going to modify it, just to copy voc.py. $ git clone https://github.com/tensorflow/datasets.git Using tfds to create a new empty dataset template. $ tfds new anno_dataset Copy voc.py to replace my_dataset.py $ cd anno_dataset $ cp ../datasets/tensorflow_datasets/object_detection/voc.py ./anno_dataset.py In anno_dataset.py, …

Modify following config on you ssh server and make it effective immediately: $ vim /etc/ssh/ 2. Most Likely, you don’t need to check following if you have GUI linux installed, but worth a check anyway: $ which xauth