feat: initial HSAP platform
Huaxu Sentinel Active Safety Platform with embedded algorithm code, Docker Compose setup, and vendored dataset scaffolds for clone-and-run. Co-authored-by: Cursor <cursoragent@cursor.com>
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algorithms/lane_ufld/code/UFLD/configs/culane.py
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algorithms/lane_ufld/code/UFLD/configs/culane.py
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# DATA
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dataset = 'CULane'
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data_root = 'C:\\data\\Tusimple\\test_set'
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# TRAIN
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epoch = 50
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batch_size = 32
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optimizer = 'SGD' #['SGD','Adam']
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learning_rate = 0.1
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weight_decay = 1e-4
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momentum = 0.9
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scheduler = 'multi' #['multi', 'cos']
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steps = [25,38]
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gamma = 0.1
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warmup = 'linear'
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warmup_iters = 695
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# NETWORK
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use_aux = True
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griding_num = 200
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backbone = '18'
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# LOSS
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sim_loss_w = 0.0
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shp_loss_w = 0.0
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# EXP
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note = ''
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log_path = None
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# FINETUNE or RESUME MODEL PATH
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finetune = None
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resume = None
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# TEST
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test_model = './model/culane_18.pth'
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test_work_dir = './tmp'
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num_lanes = 4
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