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Hi there! I'm pogg.

Hi, Iโ€™m pogg, a student who likes to record life, and here is my Garden of Eden~

  • ๐Ÿ”ญ When I was in undergraduate, I teamed up with my classmates to attend competition. At that time I was exposed to machine learning and was fascinated by it.๐Ÿค–
  • ๐ŸŒฑ During graduate school, I chose deep learning as my research direction. I believe that there will be many interesting people and things on this way.๐Ÿคฃ
  • ๐Ÿ‘ฏ During the second year of graduate school, I have practiced in Guangzhou and recorded my own interesting experiments during the period.
  • ๐Ÿ’ก I like to program by python and C++
  • ๐Ÿคฃ Hope to meet more friends. Nice to meet you~ ๐Ÿ˜

Things I code with

Docker github actions Google git baidu arvix centos Raspberry%20Pi vim python pytorch tensorflow mxnet

Open source projects

๐ŸŽ Projects โญ Stars ๐Ÿ“š Forks ๐Ÿ›Ž Issues ๐Ÿ“ฌ Pull requests
YOLOv5-Lite Stars Forks Issues Pull Requests
YOLO-Streaming Stars Forks Issues Pull Requests
Retinaface_Ghost Stars Forks Issues Pull Requests
ncnn-yolov4-int8 Stars Forks Issues Pull Requests

I like listening to music, playing ball, and like to adventurous more. ๐ŸŽผ๐ŸŽธ๐ŸŽถ โ†’ Spotify Playing ๐ŸŽง๐Ÿ‘€

GIF

At the same time, I also have other blogs, welcome to pay attention!๐Ÿ’ป๐Ÿ“Œ

Connect with me and Grab a Coffee! ๐Ÿ™‹โ€โ™€๏ธ๐Ÿฅค

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Stars License

pogg's Projects

kapao icon kapao

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

ncnn icon ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

paddledetection_yoloseries icon paddledetection_yoloseries

๐Ÿš€๐Ÿš€๐Ÿš€ YOLOSeries of PaddleDetection implementation, PPYOLOE, YOLOX, YOLOv7, YOLOv5, MT-YOLOv6 and so on. ๐Ÿš€๐Ÿš€๐Ÿš€

pinto_model_zoo icon pinto_model_zoo

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

retinaface_ghost icon retinaface_ghost

This is a project based on retinaface face detection, including ghostnet and mobilenetv3

salt icon salt

Segment Anything Labelling Tool

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

tensorflow-help-protect-the-great-barrier-reef icon tensorflow-help-protect-the-great-barrier-reef

Small object detection: modify yolo.py to add decoupled head of YoloX to Yolov5 and custom TTA, dataset.py to heavily rotatedMosaic w/o artifact or tiny bounding boxes, augmentations.py too add Albumentations transforms.

yolov5 icon yolov5

YOLOv5 ๐Ÿš€ in PyTorch > ONNX > CoreML > TFLite

yolov5-face icon yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931)

yolov5-lite icon yolov5-lite

๐Ÿ…๐Ÿ…๐Ÿ…YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

yolov5-lite-onnxruntime icon yolov5-lite-onnxruntime

ไฝฟ็”จONNXRuntime้ƒจ็ฝฒyolov5-lite็›ฎๆ ‡ๆฃ€ๆต‹๏ผŒๅŒ…ๅซC++ๅ’ŒPythonไธคไธช็‰ˆๆœฌ็š„็จ‹ๅบ

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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