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YinZi's Projects

acnet icon acnet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

alfred-workflows icon alfred-workflows

:metal: A collection of Alfred 3 and 4 workflows that will rock your world

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

autorccar icon autorccar

OpenCV Python Neural Network Autonomous RC Car

camera-tracking icon camera-tracking

 Our project is the system that enables a moving camera to track a moving object in real time. We plan on doing this by having a camera mounted to a swivel using two servo motors to allow for the camera’s direction to be controlled. The camera data will be read into the FPGA board and some basic object recognition algorithm will be used to  identify an some object and determine if the camera needs to be moved to keep the object in the field of vision. In addition to the auto tracking mode, we plan on having an IR remote to allow for manual panning, mode selection, and power on and off. If there is additional time we would like to also interface the FPGA to a Raspberry Pi board running a linux web server to allow for email alerts (when object moves) and web based control.

celebamask-hq icon celebamask-hq

A large-scale face dataset for face parsing, recognition, generation and editing.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dm_env_rpc icon dm_env_rpc

A networking protocol for agent-environment communication

dm_memorytasks icon dm_memorytasks

A set of 13 diverse machine-learning tasks that require memory to solve.

docker-nvidia-egl-desktop icon docker-nvidia-egl-desktop

MATE Desktop container for NVIDIA GPUs without using an X Server, directly accessing the GPU with EGL using VirtualGL, TurboVNC, and Guacamole. Does not require /tmp/.X11-unix host sockets. Designed for Kubernetes, also supporting audio forwarding.

docker-wechat icon docker-wechat

DoChat is a Dockerized WeChat (盒装微信) PC Windows Client for Linux

docker-whisperx icon docker-whisperx

Dockerfile for WhisperX: Automatic Speech Recognition with Word-Level Timestamps and Speaker Diarization (Dockerfile, CI image build and test)

easy-rsa icon easy-rsa

easy-rsa - Simple shell based CA utility

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

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