Samuel's repositories
Awesome-System-for-Machine-Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
darknet
Convolutional Neural Networks
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
diffyqs
Notes on Diffy Qs, a textbook for differential equations
dlADMM
dlADMM: Deep Learning Optimization via Alternating Direction Method of Multipliers
FQ-ViT
The official implementation for "FQ-ViT: Fully Quantized Vision Transformer without Retraining".
Integer-Only-Inference-for-Deep-Learning-in-Native-C
Converting a deep neural network to integer-only inference in native C via uniform quantization and the fixed-point representation.
jetson-containers
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
Medical-Transformer
Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021
ML-examples
Arm Machine Learning tutorials and examples
movenet-pytorch
A PyTorch port of Google Movenet (inference only)
nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
niti
Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv
NumCpp
C++ implementation of the Python Numpy library
onnx-tensorrt
ONNX-TensorRT: TensorRT backend for ONNX
PoseCNN-PyTorch
PyTorch implementation of the PoseCNN framework
ppq
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
pytorch-pose
A PyTorch toolkit for 2D Human Pose Estimation.
pytorch-ssd
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
Riptide
Simple Training and Deployment of Fast End-to-End Binary Networks
STAR-pytorch
Implementation for paper "STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement"
tensorrt_demos
TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet
yolov5-opencv-cpp-python
Example of using ultralytics YOLO V5 with OpenCV 4.5.4, C++ and Python
YoloX-ncnn-Jetson-Nano
YoloX for a Jetson Nano 4 using ncnn.
YOLOX_pruning
YOLOX model prune