-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
f0acdcb
commit e111d28
Showing
3 changed files
with
167 additions
and
0 deletions.
There are no files selected for viewing
144 changes: 144 additions & 0 deletions
144
campus-bot/sidewalk-segmentation/sidewalk_segmentation_model/config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,144 @@ | ||
{ | ||
"_name_or_path": "nvidia/mit-b0", | ||
"architectures": [ | ||
"SegformerForSemanticSegmentation" | ||
], | ||
"attention_probs_dropout_prob": 0.0, | ||
"classifier_dropout_prob": 0.1, | ||
"decoder_hidden_size": 256, | ||
"depths": [ | ||
2, | ||
2, | ||
2, | ||
2 | ||
], | ||
"downsampling_rates": [ | ||
1, | ||
4, | ||
8, | ||
16 | ||
], | ||
"drop_path_rate": 0.1, | ||
"hidden_act": "gelu", | ||
"hidden_dropout_prob": 0.0, | ||
"hidden_sizes": [ | ||
32, | ||
64, | ||
160, | ||
256 | ||
], | ||
"id2label": { | ||
"0": "unlabeled", | ||
"1": "flat-road", | ||
"2": "flat-sidewalk", | ||
"3": "flat-crosswalk", | ||
"4": "flat-cyclinglane", | ||
"5": "flat-parkingdriveway", | ||
"6": "flat-railtrack", | ||
"7": "flat-curb", | ||
"8": "human-person", | ||
"9": "human-rider", | ||
"10": "vehicle-car", | ||
"11": "vehicle-truck", | ||
"12": "vehicle-bus", | ||
"13": "vehicle-tramtrain", | ||
"14": "vehicle-motorcycle", | ||
"15": "vehicle-bicycle", | ||
"16": "vehicle-caravan", | ||
"17": "vehicle-cartrailer", | ||
"18": "construction-building", | ||
"19": "construction-door", | ||
"20": "construction-wall", | ||
"21": "construction-fenceguardrail", | ||
"22": "construction-bridge", | ||
"23": "construction-tunnel", | ||
"24": "construction-stairs", | ||
"25": "object-pole", | ||
"26": "object-trafficsign", | ||
"27": "object-trafficlight", | ||
"28": "nature-vegetation", | ||
"29": "nature-terrain", | ||
"30": "sky", | ||
"31": "void-ground", | ||
"32": "void-dynamic", | ||
"33": "void-static", | ||
"34": "void-unclear" | ||
}, | ||
"image_size": 224, | ||
"initializer_range": 0.02, | ||
"label2id": { | ||
"construction-bridge": 22, | ||
"construction-building": 18, | ||
"construction-door": 19, | ||
"construction-fenceguardrail": 21, | ||
"construction-stairs": 24, | ||
"construction-tunnel": 23, | ||
"construction-wall": 20, | ||
"flat-crosswalk": 3, | ||
"flat-curb": 7, | ||
"flat-cyclinglane": 4, | ||
"flat-parkingdriveway": 5, | ||
"flat-railtrack": 6, | ||
"flat-road": 1, | ||
"flat-sidewalk": 2, | ||
"human-person": 8, | ||
"human-rider": 9, | ||
"nature-terrain": 29, | ||
"nature-vegetation": 28, | ||
"object-pole": 25, | ||
"object-trafficlight": 27, | ||
"object-trafficsign": 26, | ||
"sky": 30, | ||
"unlabeled": 0, | ||
"vehicle-bicycle": 15, | ||
"vehicle-bus": 12, | ||
"vehicle-car": 10, | ||
"vehicle-caravan": 16, | ||
"vehicle-cartrailer": 17, | ||
"vehicle-motorcycle": 14, | ||
"vehicle-tramtrain": 13, | ||
"vehicle-truck": 11, | ||
"void-dynamic": 32, | ||
"void-ground": 31, | ||
"void-static": 33, | ||
"void-unclear": 34 | ||
}, | ||
"layer_norm_eps": 1e-06, | ||
"mlp_ratios": [ | ||
4, | ||
4, | ||
4, | ||
4 | ||
], | ||
"model_type": "segformer", | ||
"num_attention_heads": [ | ||
1, | ||
2, | ||
5, | ||
8 | ||
], | ||
"num_channels": 3, | ||
"num_encoder_blocks": 4, | ||
"patch_sizes": [ | ||
7, | ||
3, | ||
3, | ||
3 | ||
], | ||
"reshape_last_stage": true, | ||
"semantic_loss_ignore_index": 255, | ||
"sr_ratios": [ | ||
8, | ||
4, | ||
2, | ||
1 | ||
], | ||
"strides": [ | ||
4, | ||
2, | ||
2, | ||
2 | ||
], | ||
"torch_dtype": "float32", | ||
"transformers_version": "4.47.1" | ||
} |
Binary file added
BIN
+14.2 MB
campus-bot/sidewalk-segmentation/sidewalk_segmentation_model/model.safetensors
Binary file not shown.
23 changes: 23 additions & 0 deletions
23
campus-bot/sidewalk-segmentation/sidewalk_segmentation_model/preprocessor_config.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,23 @@ | ||
{ | ||
"do_normalize": true, | ||
"do_reduce_labels": true, | ||
"do_rescale": true, | ||
"do_resize": true, | ||
"image_mean": [ | ||
0.485, | ||
0.456, | ||
0.406 | ||
], | ||
"image_processor_type": "SegformerImageProcessor", | ||
"image_std": [ | ||
0.229, | ||
0.224, | ||
0.225 | ||
], | ||
"resample": 2, | ||
"rescale_factor": 0.00392156862745098, | ||
"size": { | ||
"height": 512, | ||
"width": 512 | ||
} | ||
} |