StreetVision by NATIX

Clone the repository

git clone https://github.com/natixnetwork/natix-subnet.git && cd natix-subnet

Create and activate Python 3.11 virtual environment

python3.11 -m venv venv && source venv/bin/activate

Install miner dependencies (torch, timm, ultralytics, opencv, scikit-image)

pip install -e ".[miner]"

Pre-download training datasets (optional, only required for training)(optional)

python natix/miner/datasets/download_data.py

Generate miner.env configuration file with default values

bash ./setup_env.sh

Configure wallet, hotkey, miner port (default 8091), image detector, and device (cpu/cuda)

# Edit miner.env with wallet name, hotkey, port, and model configuration

Register hotkey on mainnet (netuid 72). Use netuid 323 and --subtensor.network test for testnet

btcli s register --netuid 72 --wallet.name [wallet_name] --wallet.hotkey [wallet.hotkey] --subtensor.network finney

Start the miner neuron

chmod +x ./start_miner.sh && ./start_miner.sh

Clone the repository

git clone https://github.com/natixnetwork/natix-subnet.git && cd natix-subnet

Create and activate Python 3.11 virtual environment

python3.11 -m venv venv && source venv/bin/activate

Install validator core dependencies (wandb, joblib, no heavy ML libraries)

pip install -r requirements.validator.txt

Install full validator with synthetic image generation support (adds torch, diffusers, transformers)(optional)

pip install -r requirements.validator-full.txt

Generate validator.env configuration file

bash ./setup_env.sh

Configure validator parameters including wallet, subnet ID, ports, and API credentials

# Edit validator.env with: WALLET_NAME, WALLET_HOTKEY, NETUID (72 mainnet/323 testnet), SUBTENSOR_NETWORK, VALIDATOR_AXON_PORT, VALIDATOR_PROXY_PORT, PROXY_CLIENT_URL, WANDB_API_KEY, HUGGING_FACE_TOKEN

Register validator hotkey on mainnet (netuid 72). Use netuid 323 and --subtensor.network test for testnet

btcli s register --netuid 72 --wallet.name [wallet_name] --wallet.hotkey [wallet.hotkey] --subtensor.network finney

Start validator using PM2 (launches validator neuron, cache updater, and synthetic generator)

pm2 start scripts/ecosystem.validator.config.js