HDF5 Hierarchical Data Format (HDF) is a set of file formats (HDF4, HDF5) designed to store and organize large amounts of data. Document for HDF5 Python API: https://docs.h5py.org/en/stable/build.html Installation Installation with conda: conda install h5py Installation with pre-built wheels pip install h5py Usage import h5py h5_file_name = "my_data.h5" h5_writer =…

Source Paper: [ICCV'2017] https://arxiv.org/abs/1703.06868 Authors: Xun Huang, Serge Belongie Code: https://github.com/xunhuang1995/AdaIN-style Contributions In this paper, the authors present a simple yet effective approach that for the first time enables arbitrary style transfer in real-time. Arbitrary style transfer: takes a content image $C$ and an arbitrary style image $S$ as inputs,…

Source Authors: Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan YangPaper: [CVPR2020] https://arxiv.org/abs/2003.08436Code: https://github.com/mingsun-tse/collaborative-distillation Contributions It proposes a new knowledge distillation method "Collobrative Distillation" based on the exclusive collaborative relation between the encoder and its decoder. It proposes to restrict the students to learn linear embedding of the teacher's…

Installation Virtual Environment - archiconda Install the archiconda environment at terminal wget https://github.com/Archiconda/build-tools/releases/download/0.2.3/Archiconda3-0.2.3-Linux-aarch64.sh sh Archiconda3-0.2.3-Linux-aarch64.sh Reference: https://blog.csdn.net/qq_40691868/article/details/114362278?spm=1001.2014.3001.5501 [Not Nesessary] In order to enter the system path environment when enter the terminal. It needs to comment the code "conda activate base" in ".bashrc" # added by Archiconda3 0.2.3 installer # >>>…

TODO This post contains the solutions to some common bugs occured in deep learning with Ubuntu. It contains: Basic usage of Ubuntu CUDA Ubuntu Add/delete user # add a new user NEW_USER_NAME sudo adduser -m NEW_USER_NAME # set password sudo pass NEW_USER_NAME # delete a user sudo deluser NEW_USER_NAME #…

TODO in progress Image Related TODO Video Related Basic video reading video_file = "path/to/video/file.mp4" cap = cv2.VideoCapture(video_file) fps = cap.get(cv2.CAP_PROP_FPS) length = cap.get(cv2.CAP_PROP_FRAME_COUNT) print("Video File %s ==> fps: %.2f, total: %d frames" % (video_file, fps, length)) video_start = int(0) # start from index 0 video_end = video_start + 50000 #…

Step 1: Open "Zoom" software from the Desktop/Start_menu Step 2: Click the “Schedule” at the homepage of Zoom Step 3: Set the basic information of the scheduled meeting Step 4: Copy the invitation link at the homepage of Zoom. Step 5: Paste the link, and send to others An example:

Involution 内卷积 CVPR 2021 论文 作者： Duo Li, Jie Hu, Changhu Wang et al. 论文地址：https://arxiv.org/pdf/2103.06255.pdf 源码：https://github.com/d-li14/involution ...

Scaled-YOLOv4: Scaling Cross Stage Partial Network In this reading notes: We have reviewed some basic model scaling method: width, depth, resolution, compound scaling. We have computed the operation amount of residual blocks, and showed the relation with input image size (square), number of layers (linear), number of filters (square). We…

Paper Information Paper: YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design Authors: Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang Paper: https://arxiv.org/abs/2009.05697 Github: https://github.com/nightsnack/YOLObile Objective: Real-time object detection for mobile devices. Study notes and presentation: Download: https://connectpolyu-my.sharepoint.com/:p:/g/personal/18048204r_connect_polyu_hk/EcRbix5iqshBglmxuLurS-sBBFmbrk8chRkim1y54-yOXw?e=8Qdfmd This is an…