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pprp/README.md

Hi there ๐Ÿ‘‹ this is pprp

๐Ÿฅณ My name is Peijie Dong, I am a 2nd year Ph.D. student in Data Science and Analytic (DSA) at HKUST(GZ).

๐Ÿ˜„ Iโ€™m a member of ๐Ÿผ GiantPandaCV. My bio ๐Ÿ‘ค is https://pprp.github.io. ๐Ÿ“ซ Reach me at wechat: topeijie.

If you find my research direction intriguing or share similar interests, I would be delighted to hear from you. Please don't hesitate to reach out.

You might be insterested

Repository Introduction
yolov3-point Infrared Small Object Detection based on Yolov3.
SimpleCVReproduction Replication of simple CV projects including Keypoint Detection, Classification, etc.
Awesome-Attention-Mechanism-in-cv Awesome list of Attention and Plug&Play Modules in CV.
deep_sort_yolov3_pytorch Replication of MOT Algorithm - DeepSort with Attention Machnism.
voc2007_for_yolo_torch Dataset Conversion Scripts for yolov3/yolov5.
landmark_annotation Landmark/Keypoint Annotation Software. Refer to keypoint detection for more details.
captcha.Pytorch Solution of the 1st Prize in the Captcha Recognition Competition 2019.
pytorch-cifar-model-zoo Implementation of CNN and ViT Networks for CIFAR.
SimplePaperReading Collection of original Blog Post and Inductive Knowledge.
GoodsRecognition.MindSpore Solution of the 1st Prize in MindSpore Goods Recognition Competition.
CVPR2022-NAS-competition-Track-1-3th-solution Solution of the 3rd Prize in 2022 CVPR NAS Workshop on SuperNet Track.
Pruner-Zero Pruning Large Language Models in One-shot.

Publications

Tools

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  1. SimpleCVReproduction SimpleCVReproduction Public

    Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

    Jupyter Notebook 1.2k 313

  2. open-mmlab/mmrazor open-mmlab/mmrazor Public

    OpenMMLab Model Compression Toolbox and Benchmark.

    Python 1.5k 227

  3. SimpleCVPaperReading SimpleCVPaperReading Public

    ๐Ÿ˜„ๅšๅฎข่ฎบๆ–‡ๅˆ—่กจ๏ผšๅˆ†็ณปๅˆ—ๆ•ด็†

    JavaScript 391 50

  4. Awesome-LLM-Prune Awesome-LLM-Prune Public

    Awesome list for LLM pruning.

    155 8

  5. Awesome-LLM-Quantization Awesome-LLM-Quantization Public

    Awesome list for LLM quantization

    Python 120 9

  6. Pruner-Zero Pruner-Zero Public

    Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs

    Python 72 6