System design patterns for machine learning

Lossless Color Image Compression by joint Prediction of Pixel and Coding Context Using Duplex Neural Networks

👩‍💻👨‍💻 AI 엔지니어 기술 면접 스터디 (⭐️ 1k+)

Some of the coding questions solved by me

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

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Utils for computer vision research.

Implementation of Mobile Video Object Detection with Temporally-Aware Feature Maps using PyTorch

PyTorch implementation and benchmark of Video Compression

This is the home of the source code for Motion Vector Extrapolation (MOVEX).

Flow-Guided Feature Aggregation for Video Object Detection

Fully Motion-Aware Network for Video Object Detection

DVC: An End-to-end Deep Video Compression Framework, CVPR 2019 (Oral)

Enhance image resolution by SRGAN

End-to-end optimized image compression

A PyTorch library and evaluation platform for end-to-end compression research

A PyTorch library and evaluation platform for end-to-end compression research

12 Weeks, 24 Lessons, AI for All!

List of Computer Science courses with video lectures.

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Verilog Code for a JPEG Decoder

720p FPGA Media Player (RISC-V + Motion JPEG + SD + HDMI on an Artix 7)

HW JPEG decoder wrapper with AXI-4 DMA

Video compression systems

High throughput JPEG decoder in Verilog for FPGA

JPEG Encoder Verilog