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seraphir's Projects

2019diansai icon 2019diansai

something done or to be done in the work of 2019diansai

awesome-meta-learning icon awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

detr icon detr

End-to-End Object Detection with Transformers

di-star icon di-star

OpenDILab Decision AI in StarCraftII

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

model-compression icon model-compression

model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular and group convolutional channel pruning;3、 group convolution structure;4、batch-normalization folding for quantization)

mt3 icon mt3

MT3: Multi-Task Multitrack Music Transcription

ncnn icon ncnn

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

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

shrinkbench icon shrinkbench

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.

ssd icon ssd

High quality, fast, modular reference implementation of SSD in PyTorch

torch-pruning icon torch-pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

yolov3 icon yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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