Hugging Face model: BlairFerg/diabetic-retinopathy-detection
Author: BlairFerg
Created: 2025-02-10 19:14:13
Last modified: 2025-02-12 16:26:23
Likes: 0 | Downloads: 0
Tags: onnx, region:us
Card metadata:
task: classify
mode: train
model: yolov8x-cls.pt
data: /content/yolo_dataset
epochs: 30
patience: 100
batch: 16
imgsz: 224
save: yes
save_period: -1
cache: no
device: cuda
workers: 8
name: train
exist_ok: no
pretrained: yes
optimizer: auto
verbose: yes
seed: 0
deterministic: yes
single_cls: no
rect: no
cos_lr: no
close_mosaic: 10
resume: no
amp: yes
fraction: 1
profile: no
multi_scale: no
overlap_mask: yes
mask_ratio: 4
dropout: 0
val: yes
split: val
save_json: no
save_hybrid: no
iou: 0.7
max_det: 300
half: no
dnn: no
plots: yes
vid_stride: 1
stream_buffer: no
visualize: no
augment: no
agnostic_nms: no
retina_masks: no
show: no
save_frames: no
save_txt: no
save_conf: no
save_crop: no
show_labels: yes
show_conf: yes
show_boxes: yes
format: torchscript
keras: no
optimize: no
int8: no
dynamic: no
simplify: yes
nms: no
lr0: 0.01
lrf: 0.01
momentum: 0.937
weight_decay: 0.0005
warmup_epochs: 3
warmup_momentum: 0.8
warmup_bias_lr: 0.1
box: 7.5
cls: 0.5
dfl: 1.5
pose: 12
kobj: 1
nbs: 64
hsv_h: 0.015
hsv_s: 0.7
hsv_v: 0.4
degrees: 0
translate: 0.1
scale: 0.5
shear: 0
perspective: 0
flipud: 0
fliplr: 0.5
bgr: 0
mosaic: 1
mixup: 0
copy_paste: 0
copy_paste_mode: flip
auto_augment: randaugment
erasing: 0.4
crop_fraction: 1
tracker: botsort.yaml
save_dir: runs/classify/train