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YOLO-TrashDet-Pruned

Object Detection
LiteRT
English
trash-detection
YOLO
structured-pruning
pruned
Model card Files
xet
Community
alexNova commited on
Commit
c340fc2
·
verified ·
1 Parent(s): 9e30d0f

add quantized tflite models

Browse files

also for different input resolutions

Files changed (6) hide show
  1. TFLite Format/YOLOv8n-TrashDet-10-imgsz160-int8.tflite +3 -0
  2. TFLite Format/YOLOv8n-TrashDet-10-imgsz320-int8.tflite +3 -0
  3. TFLite Format/YOLOv8n-TrashDet-10-imgsz480-int8.tflite +3 -0
  4. TFLite Format/metadata-160.yaml +23 -0
  5. TFLite Format/metadata-320.yaml +23 -0
  6. TFLite Format/metadata-480.yaml +23 -0
TFLite Format/YOLOv8n-TrashDet-10-imgsz160-int8.tflite ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7df6c399c7f6977623a99169cd2630228bfafffb4bf0b7c6150a00a42a34d4d7
3
+ size 2799173
TFLite Format/YOLOv8n-TrashDet-10-imgsz320-int8.tflite ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9c258ac8a0344cd07deb28ddcedb096e5bd30c092b807ff7e442f40279d8f54d
3
+ size 2836973
TFLite Format/YOLOv8n-TrashDet-10-imgsz480-int8.tflite ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:794dd25ee1fb5cced331bac25fb655b95cbbdf6b032fa0566c04493c837e4911
3
+ size 2899997
TFLite Format/metadata-160.yaml ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ description: Ultralytics best_20 model trained on my_datasets/trash-detect.yaml
2
+ author: Ultralytics
3
+ date: '2025-06-21T15:28:36.140095'
4
+ version: 8.2.64
5
+ license: AGPL-3.0 License (https://ultralytics.com/license)
6
+ docs: https://docs.ultralytics.com
7
+ stride: 32
8
+ task: detect
9
+ batch: 1
10
+ imgsz:
11
+ - 160
12
+ - 160
13
+ names:
14
+ 0: Not Recyclable
15
+ 1: Food waste
16
+ 2: Glass
17
+ 3: Textile
18
+ 4: Metal
19
+ 5: Wooden
20
+ 6: Leather
21
+ 7: Plastic
22
+ 8: Ceramic
23
+ 9: Paper
TFLite Format/metadata-320.yaml ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ description: Ultralytics best_20 model trained on my_datasets/trash-detect.yaml
2
+ author: Ultralytics
3
+ date: '2025-06-21T15:28:36.140095'
4
+ version: 8.2.64
5
+ license: AGPL-3.0 License (https://ultralytics.com/license)
6
+ docs: https://docs.ultralytics.com
7
+ stride: 32
8
+ task: detect
9
+ batch: 1
10
+ imgsz:
11
+ - 320
12
+ - 320
13
+ names:
14
+ 0: Not Recyclable
15
+ 1: Food waste
16
+ 2: Glass
17
+ 3: Textile
18
+ 4: Metal
19
+ 5: Wooden
20
+ 6: Leather
21
+ 7: Plastic
22
+ 8: Ceramic
23
+ 9: Paper
TFLite Format/metadata-480.yaml ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ description: Ultralytics best_20 model trained on my_datasets/trash-detect.yaml
2
+ author: Ultralytics
3
+ date: '2025-06-21T15:28:36.140095'
4
+ version: 8.2.64
5
+ license: AGPL-3.0 License (https://ultralytics.com/license)
6
+ docs: https://docs.ultralytics.com
7
+ stride: 32
8
+ task: detect
9
+ batch: 1
10
+ imgsz:
11
+ - 480
12
+ - 480
13
+ names:
14
+ 0: Not Recyclable
15
+ 1: Food waste
16
+ 2: Glass
17
+ 3: Textile
18
+ 4: Metal
19
+ 5: Wooden
20
+ 6: Leather
21
+ 7: Plastic
22
+ 8: Ceramic
23
+ 9: Paper