adirik's picture
Upload Mask2FormerForUniversalSegmentation
e9b82a4
{
"_commit_hash": null,
"activation_function": "relu",
"architectures": [
"Mask2FormerForUniversalSegmentation"
],
"backbone_config": {
"_name_or_path": "",
"add_cross_attention": false,
"architectures": null,
"attention_probs_dropout_prob": 0.0,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": null,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"depths": [
2,
2,
18,
2
],
"diversity_penalty": 0.0,
"do_sample": false,
"drop_path_rate": 0.3,
"early_stopping": false,
"embed_dim": 128,
"encoder_no_repeat_ngram_size": 0,
"encoder_stride": 32,
"eos_token_id": null,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1024,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"image_size": 224,
"initializer_range": 0.02,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_norm_eps": 1e-05,
"length_penalty": 1.0,
"max_length": 20,
"min_length": 0,
"mlp_ratio": 4.0,
"model_type": "swin",
"no_repeat_ngram_size": 0,
"num_beam_groups": 1,
"num_beams": 1,
"num_channels": 3,
"num_heads": [
4,
8,
16,
32
],
"num_layers": 4,
"num_return_sequences": 1,
"out_features": [
"stage1",
"stage2",
"stage3",
"stage4"
],
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": null,
"patch_size": 4,
"path_norm": true,
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"qkv_bias": true,
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"stage_names": [
"stem",
"stage1",
"stage2",
"stage3",
"stage4"
],
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"transformers_version": "4.26.0.dev0",
"typical_p": 1.0,
"use_absolute_embeddings": false,
"use_bfloat16": false,
"window_size": 12
},
"class_weight": 2.0,
"common_stride": 4,
"decoder_layers": 10,
"dice_weight": 5.0,
"dim_feedforward": 2048,
"dropout": 0.0,
"encoder_feedforward_dim": 1024,
"encoder_layers": 6,
"enforce_input_proj": false,
"enforce_input_projection": false,
"feature_size": 256,
"feature_strides": [
4,
8,
16,
32
],
"hidden_dim": 256,
"id2label": {
"0": "person",
"1": "bicycle",
"2": "car",
"3": "motorbike",
"4": "aeroplane",
"5": "bus",
"6": "train",
"7": "truck",
"8": "boat",
"9": "traffic light",
"10": "fire hydrant",
"11": "stop sign",
"12": "parking meter",
"13": "bench",
"14": "bird",
"15": "cat",
"16": "dog",
"17": "horse",
"18": "sheep",
"19": "cow",
"20": "elephant",
"21": "bear",
"22": "zebra",
"23": "giraffe",
"24": "backpack",
"25": "umbrella",
"26": "handbag",
"27": "tie",
"28": "suitcase",
"29": "frisbee",
"30": "skis",
"31": "snowboard",
"32": "sports ball",
"33": "kite",
"34": "baseball bat",
"35": "baseball glove",
"36": "skateboard",
"37": "surfboard",
"38": "tennis racket",
"39": "bottle",
"40": "wine glass",
"41": "cup",
"42": "fork",
"43": "knife",
"44": "spoon",
"45": "bowl",
"46": "banana",
"47": "apple",
"48": "sandwich",
"49": "orange",
"50": "broccoli",
"51": "carrot",
"52": "hot dog",
"53": "pizza",
"54": "donut",
"55": "cake",
"56": "chair",
"57": "sofa",
"58": "pottedplant",
"59": "bed",
"60": "diningtable",
"61": "toilet",
"62": "tvmonitor",
"63": "laptop",
"64": "mouse",
"65": "remote",
"66": "keyboard",
"67": "cell phone",
"68": "microwave",
"69": "oven",
"70": "toaster",
"71": "sink",
"72": "refrigerator",
"73": "book",
"74": "clock",
"75": "vase",
"76": "scissors",
"77": "teddy bear",
"78": "hair drier",
"79": "toothbrush"
},
"ignore_value": 255,
"importance_sample_ratio": 0.75,
"init_std": 0.02,
"init_xavier_std": 1.0,
"label2id": {
"aeroplane": 4,
"apple": 47,
"backpack": 24,
"banana": 46,
"baseball bat": 34,
"baseball glove": 35,
"bear": 21,
"bed": 59,
"bench": 13,
"bicycle": 1,
"bird": 14,
"boat": 8,
"book": 73,
"bottle": 39,
"bowl": 45,
"broccoli": 50,
"bus": 5,
"cake": 55,
"car": 2,
"carrot": 51,
"cat": 15,
"cell phone": 67,
"chair": 56,
"clock": 74,
"cow": 19,
"cup": 41,
"diningtable": 60,
"dog": 16,
"donut": 54,
"elephant": 20,
"fire hydrant": 10,
"fork": 42,
"frisbee": 29,
"giraffe": 23,
"hair drier": 78,
"handbag": 26,
"horse": 17,
"hot dog": 52,
"keyboard": 66,
"kite": 33,
"knife": 43,
"laptop": 63,
"microwave": 68,
"motorbike": 3,
"mouse": 64,
"orange": 49,
"oven": 69,
"parking meter": 12,
"person": 0,
"pizza": 53,
"pottedplant": 58,
"refrigerator": 72,
"remote": 65,
"sandwich": 48,
"scissors": 76,
"sheep": 18,
"sink": 71,
"skateboard": 36,
"skis": 30,
"snowboard": 31,
"sofa": 57,
"spoon": 44,
"sports ball": 32,
"stop sign": 11,
"suitcase": 28,
"surfboard": 37,
"teddy bear": 77,
"tennis racket": 38,
"tie": 27,
"toaster": 70,
"toilet": 61,
"toothbrush": 79,
"traffic light": 9,
"train": 6,
"truck": 7,
"tvmonitor": 62,
"umbrella": 25,
"vase": 75,
"wine glass": 40,
"zebra": 22
},
"mask_feature_size": 256,
"mask_weight": 5.0,
"model_type": "mask2former",
"no_object_weight": 0.1,
"num_attention_heads": 8,
"num_hidden_layers": 10,
"num_queries": 100,
"output_auxiliary_logits": null,
"oversample_ratio": 3.0,
"pre_norm": false,
"torch_dtype": "float32",
"train_num_points": 12544,
"transformers_version": null,
"use_auxiliary_loss": true
}