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PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏
Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"
In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,
Deploy the pruned YOLOv3/v4/v4-tiny/v4-tiny-3l model on OpenVINO embedded devices
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)
📊 Benchmark multiple object trackers (MOT) in Python
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！
YOLO ModelCompression MultidatasetTraining
Label Studio is a multi-type data labeling and annotation tool with standardized output format
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …
BoxMOT: Pluggable python and c++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes
using yolox+deepsort for object-tracking
Vehicle Speed Estimation from Video using Deep Learning and Optical Flow in PyTorch.
Python GUI for the OpenPTV library, `liboptv`
OpenPIV is an open source Particle Image Velocimetry analysis software written in Python and Cython
A Particle Image Velocimetry (PIV) code in Python and Matlab
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…
💻深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
深度学习入门教程, 优秀文章, Deep Learning Tutorial