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List of tflite models #38

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opened 2024年08月19日 20:17:45 +02:00 by Curid · 3 comments
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MobileDet

Baseline model, can detect 80 classes.

[[detector_tflite]]
enable = false
name = "mobiledet_cpu"
width = 320
height = 320
model = "https://raw.githubusercontent.com/google-coral/test_data/master/ssdlite_mobiledet_coco_qat_postprocess.tflite"
sha256sum = "32c486140391eb4dc43fca7113ad392be632dc5366687f2731f73d740678693f"
label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/mscoco-map.txt"
threads = 1

[[detector_edgetpu]] 
enable = false 
name = "mobiledet_edgetpu" 
width = 320 
height = 320 
model = "https://raw.githubusercontent.com/google-coral/test_data/master/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite" 
sha256sum = "b69e508ef2a670e06b80bd3e5559a827d5cd8d557c95d5e332cbf1d31d434a2e" 
label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/mscoco-map.txt" 
device = "/sys/bus/usb/devices/x"
## MobileDet Baseline model, can detect 80 classes. ``` toml [[detector_tflite]] enable = false name = "mobiledet_cpu" width = 320 height = 320 model = "https://raw.githubusercontent.com/google-coral/test_data/master/ssdlite_mobiledet_coco_qat_postprocess.tflite" sha256sum = "32c486140391eb4dc43fca7113ad392be632dc5366687f2731f73d740678693f" label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/mscoco-map.txt" threads = 1 ``` ``` toml [[detector_edgetpu]] enable = false name = "mobiledet_edgetpu" width = 320 height = 320 model = "https://raw.githubusercontent.com/google-coral/test_data/master/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite" sha256sum = "b69e508ef2a670e06b80bd3e5559a827d5cd8d557c95d5e332cbf1d31d434a2e" label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/mscoco-map.txt" device = "/sys/bus/usb/devices/x" ```
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CCTV3.3

Slightly better at nighttime, but can only detect person

[[detector_tflite]] 
enable = false 
name = "cctv3-3_cpu" 
width = 340 
height = 340 
model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340.tflite" 
sha256sum = "4337107b4ca60a6aebca8137536c7a605d5e0cbfa5b611efba78f106f03c29c2" 
label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt" 
threads = 1 

[[detector_edgetpu]] 
enable = false
name = "cctv3-3_edgetpu"
width = 340
height = 340
model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340_edgetpu.tflite"
sha256sum = "2816b5f401b0ac168584c83554e06e4744c86ecd688c857289438093d32a20ef"
label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt"
device = "/sys/bus/usb/devices/x"
### CCTV3.3 Slightly better at nighttime, but can only detect `person` ``` toml [[detector_tflite]] enable = false name = "cctv3-3_cpu" width = 340 height = 340 model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340.tflite" sha256sum = "4337107b4ca60a6aebca8137536c7a605d5e0cbfa5b611efba78f106f03c29c2" label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt" threads = 1 ``` ``` toml [[detector_edgetpu]] enable = false name = "cctv3-3_edgetpu" width = 340 height = 340 model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340_edgetpu.tflite" sha256sum = "2816b5f401b0ac168584c83554e06e4744c86ecd688c857289438093d32a20ef" label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt" device = "/sys/bus/usb/devices/x" ```
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CCTV4

Slightly more accurate version of CCTV3.3 but half as fast.

[[detector_tflite]] 
enable = false 
name = "cctv4_cpu" 
width = 340 
height = 340 
model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340.tflite" 
sha256sum = "4337107b4ca60a6aebca8137536c7a605d5e0cbfa5b611efba78f106f03c29c2" 
label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt" 
threads = 1 

[[detector_edgetpu]] 
enable = false
name = "cctv4_edgetpu"
width = 340
height = 340
model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340_edgetpu.tflite"
sha256sum = "2816b5f401b0ac168584c83554e06e4744c86ecd688c857289438093d32a20ef"
label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt"
device = "/sys/bus/usb/devices/x"
### CCTV4 Slightly more accurate version of CCTV3.3 but half as fast. ``` toml [[detector_tflite]] enable = false name = "cctv4_cpu" width = 340 height = 340 model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340.tflite" sha256sum = "4337107b4ca60a6aebca8137536c7a605d5e0cbfa5b611efba78f106f03c29c2" label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt" threads = 1 ``` ``` toml [[detector_edgetpu]] enable = false name = "cctv4_edgetpu" width = 340 height = 340 model = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/models/cctv3.3/gray_cctv3_340x340_edgetpu.tflite" sha256sum = "2816b5f401b0ac168584c83554e06e4744c86ecd688c857289438093d32a20ef" label_map = "https://codeberg.org/Curid/TF-CCTV/raw/branch/master/labels/person-map.txt" device = "/sys/bus/usb/devices/x" ```
Curid locked as Resolved and limited conversation to collaborators 2024年08月19日 20:43:31 +02:00
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