roboserg's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
HighwayEnv
A minimalist environment for decision-making in autonomous driving
universal-data-tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
semantic-segmentation
Nvidia Semantic Segmentation monorepo
lightning-flash
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
ArcadeCarPhysics
Arcade Car Physics - Vehicle Simulation for Unity3D
rocket-league-gym
A Gym-like environment for Reinforcement Learning in Rocket League
promptfont
A font with extra characters for button prompts in games
car-damage-detector
Mask R-CNN Model to detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and they can assess damage from them. This model can also be used by lenders if they are underwriting a car loan especially for a used car.
car-damage-assessment
Computer Vision and Deep Learning techniques to accurately classify vehicle damage to facilitate claims triage by training convolution neural networks
ML-Agents-with-Google-Colab
Train reinforcement learning agent using ML-Agents with Google Colab.
fastai_object_detection
Extension of the fastai library to include object detection.
coinbase-pro
Another Unofficial Python Wrapper for Coinbase Pro
Traffic-Sign-Detection-YOLO
Ongoing minor project
rlgym-multi-model-tools
Tools for rlgym-tools for training multiple models at once, and training against other models