1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
|
[
{
"name": "ad",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/7c32b097f7d94aae2cd0b98a8ed5a3ba81e66b18/models/anomaly_detection/micronet_medium/tflite_int8/"
],
"resources": [
{
"name": "ad_medium_int8.tflite",
"url": "{url_prefix:0}ad_medium_int8.tflite"
},
{"name": "ifm0.npy", "url": "{url_prefix:0}testing_input/input/0.npy"},
{"name": "ofm0.npy", "url": "{url_prefix:0}testing_output/Identity/0.npy"}
]
},
{
"name": "asr",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/1a92aa08c0de49a7304e0a7f3f59df6f4fd33ac8/models/speech_recognition/wav2letter/tflite_pruned_int8/"
],
"resources": [
{
"name": "wav2letter_pruned_int8.tflite",
"url": "{url_prefix:0}wav2letter_pruned_int8.tflite"
},
{
"name": "ifm0.npy",
"url": "{url_prefix:0}testing_input/input_2_int8/0.npy"
},
{
"name": "ofm0.npy",
"url": "{url_prefix:0}testing_output/Identity_int8/0.npy"
}
]
},
{
"name": "img_class",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/e0aa361b03c738047b9147d1a50e3f2dcb13dbcb/models/image_classification/mobilenet_v2_1.0_224/tflite_int8/"
],
"resources": [
{
"name": "mobilenet_v2_1.0_224_INT8.tflite",
"url": "{url_prefix:0}mobilenet_v2_1.0_224_INT8.tflite"
},
{
"name": "ifm0.npy",
"url": "{url_prefix:0}testing_input/tfl.quantize/0.npy"
},
{
"name": "ofm0.npy",
"url": "{url_prefix:0}testing_output/MobilenetV2/Predictions/Reshape_11/0.npy"
}
]
},
{
"name": "object_detection",
"url_prefix": [
"https://github.com/emza-vs/ModelZoo/blob/v1.0/object_detection/"
],
"resources": [
{
"name": "yolo-fastest_192_face_v4.tflite",
"url": "{url_prefix:0}yolo-fastest_192_face_v4.tflite?raw=true"
}
]
},
{
"name": "kws",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/9f506fe52b39df545f0e6c5ff9223f671bc5ae00/models/keyword_spotting/micronet_medium/tflite_int8/"
],
"resources": [
{"name": "ifm0.npy", "url": "{url_prefix:0}testing_input/input/0.npy"},
{"name": "ofm0.npy", "url": "{url_prefix:0}testing_output/Identity/0.npy"},
{
"name": "kws_micronet_m.tflite",
"url": "{url_prefix:0}kws_micronet_m.tflite"
}
]
},
{
"name": "vww",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/7dd3b16bb84007daf88be8648983c07f3eb21140/models/visual_wake_words/micronet_vww4/tflite_int8/"
],
"resources": [
{
"name": "vww4_128_128_INT8.tflite",
"url": "{url_prefix:0}vww4_128_128_INT8.tflite"
},
{"name": "ifm0.npy", "url": "{url_prefix:0}testing_input/input/0.npy"},
{"name": "ofm0.npy", "url": "{url_prefix:0}testing_output/Identity/0.npy"}
]
},
{
"name": "kws_asr",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/1a92aa08c0de49a7304e0a7f3f59df6f4fd33ac8/models/speech_recognition/wav2letter/tflite_pruned_int8/",
"https://github.com/ARM-software/ML-zoo/raw/9f506fe52b39df545f0e6c5ff9223f671bc5ae00/models/keyword_spotting/micronet_medium/tflite_int8/"
],
"resources": [
{
"name": "wav2letter_pruned_int8.tflite",
"url": "{url_prefix:0}wav2letter_pruned_int8.tflite"
},
{
"sub_folder": "asr",
"name": "ifm0.npy",
"url": "{url_prefix:0}testing_input/input_2_int8/0.npy"
},
{
"sub_folder": "asr",
"name": "ofm0.npy",
"url": "{url_prefix:0}testing_output/Identity_int8/0.npy"
},
{
"sub_folder": "kws",
"name": "ifm0.npy",
"url": "{url_prefix:1}testing_input/input/0.npy"
},
{
"sub_folder": "kws",
"name": "ofm0.npy",
"url": "{url_prefix:1}testing_output/Identity/0.npy"
},
{
"name": "kws_micronet_m.tflite",
"url": "{url_prefix:1}kws_micronet_m.tflite"
}
]
},
{
"name": "noise_reduction",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/a061600058097a2785d6f1f7785e5a2d2a142955/models/noise_suppression/RNNoise/tflite_int8/"
],
"resources": [
{"name": "rnnoise_INT8.tflite", "url": "{url_prefix:0}rnnoise_INT8.tflite"},
{
"name": "ifm0.npy",
"url": "{url_prefix:0}testing_input/main_input_int8/0.npy"
},
{
"name": "ifm1.npy",
"url": "{url_prefix:0}testing_input/vad_gru_prev_state_int8/0.npy"
},
{
"name": "ifm2.npy",
"url": "{url_prefix:0}testing_input/noise_gru_prev_state_int8/0.npy"
},
{
"name": "ifm3.npy",
"url": "{url_prefix:0}testing_input/denoise_gru_prev_state_int8/0.npy"
},
{
"name": "ofm0.npy",
"url": "{url_prefix:0}testing_output/Identity_int8/0.npy"
},
{
"name": "ofm1.npy",
"url": "{url_prefix:0}testing_output/Identity_1_int8/0.npy"
},
{
"name": "ofm2.npy",
"url": "{url_prefix:0}testing_output/Identity_2_int8/0.npy"
},
{
"name": "ofm3.npy",
"url": "{url_prefix:0}testing_output/Identity_3_int8/0.npy"
},
{
"name": "ofm4.npy",
"url": "{url_prefix:0}testing_output/Identity_4_int8/0.npy"
}
]
},
{
"name": "inference_runner",
"url_prefix": [
"https://github.com/ARM-software/ML-zoo/raw/68b5fbc77ed28e67b2efc915997ea4477c1d9d5b/models/keyword_spotting/dnn_small/tflite_int8/"
],
"resources": [
{
"name": "dnn_s_quantized.tflite",
"url": "{url_prefix:0}dnn_s_quantized.tflite"
}
]
}
]
|
