Total runs:
3.9K
Run Growth:
-198
Growth Rate:
-5.14%
Sponsored by
iMean AI Trip Planner
zeromodels / convnextv2_tiny_fcmae_ft_in1k
Model's Last Updated: August 30 2026
image-classification
Introduction of convnextv2_tiny_fcmae_ft_in1k
Model Details of convnextv2_tiny_fcmae_ft_in1k
See our collection for all versions of ConvNeXt-V2.
Run ConvNeXt-V2 with Keras 3: JAX, PyTorch, or TensorFlow
zeromodels/convnextv2_tiny_fcmae_ft_in1k
Paper: ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders (arXiv:2301.00808) · HF Papers
ConvNeXt V2 adds Global Response Normalization and FCMAE pretraining. Same classifier / backbone split as ConvNeXt.
For more details on the model, please go to the upstream model card .
Pure-
Keras 3
conversion of
timm/convnextv2_tiny.fcmae_ft_in1k
for
zeromodels
. One implementation runs unmodified on
TensorFlow / Torch / JAX
.
This is an
image-classification / backbone
checkpoint (
ConvNeXtV2ImageClassify
/
ConvNeXtV2Model
).
✨ Quick start
import os
os.environ["KERAS_BACKEND"] = "torch" # or "jax" / "tensorflow"
from PIL import Image
import numpy as np
from zeromodels.models.convnextv2 import ConvNeXtV2ImageClassify, ConvNeXtV2Model
model = ConvNeXtV2ImageClassify.from_weights("zeromodels/convnextv2_tiny_fcmae_ft_in1k")
backbone = ConvNeXtV2Model.from_weights(
"zeromodels/convnextv2_tiny_fcmae_ft_in1k", as_backbone=True
)
image = Image.open("your_image.jpg").convert("RGB")
image = image.resize((224, 224))
x = np.asarray(image, dtype="float32")[None] # (1, H, W, 3)
print(model(x).shape) # (1, num_classes)
feats = backbone(x)
print(len(feats), [tuple(f.shape) for f in feats])
Load any ConvNeXt-V2 variant the same way with
from_weights("zeromodels/<variant>")
:
Tips
-
Set
KERAS_BACKENDbefore importing Keras / zeromodels. -
ConvNeXtV2ImageClassifyreturns class logits;ConvNeXtV2Modelreturns features (as_backbone=Truefor multi-scale stages). - See docs and Loading Weights .
-
Upstream / timm checkpoints:
ConvNeXtV2ImageClassify.from_weights("hf:timm/convnextv2_tiny.fcmae_ft_in1k").
Special Thanks
A huge thank you to the ConvNeXt-V2 authors and the timm / Hub communities for creating and releasing these models.
License: see YAML
license
(usually matches the upstream checkpoint).
Runs of zeromodels convnextv2_tiny_fcmae_ft_in1k on huggingface.co
42
Total runs
2
24-hour runs
3
3-day runs
9
7-day runs
8
30-day runs
More Information About convnextv2_tiny_fcmae_ft_in1k huggingface.co Model
Url of convnextv2_tiny_fcmae_ft_in1k
convnextv2_tiny_fcmae_ft_in1k huggingface.co Url
Provider of convnextv2_tiny_fcmae_ft_in1k huggingface.co
Other API from zeromodels
Updated:August 27 2026
Total runs:
578
Run Growth:
535
Growth Rate:
92.56%
Total runs:
560
Run Growth:
526
Growth Rate:
93.93%
Total runs:
530
Run Growth:
432
Growth Rate:
81.51%
Total runs:
188
Run Growth:
-267
Growth Rate:
-142.02%
Total runs:
155
Run Growth:
118
Growth Rate:
77.12%
Total runs:
148
Run Growth:
113
Growth Rate:
77.40%
Total runs:
143
Run Growth:
67
Growth Rate:
46.85%
Total runs:
102
Run Growth:
-26
Growth Rate:
-25.49%
Total runs:
76
Run Growth:
-211
Growth Rate:
-277.63%
Total runs:
76
Run Growth:
-58
Growth Rate:
-76.32%
Total runs:
67
Run Growth:
6
Growth Rate:
8.96%
Total runs:
63
Run Growth:
27
Growth Rate:
42.86%
Total runs:
60
Run Growth:
12
Growth Rate:
20.34%
Total runs:
58
Run Growth:
14
Growth Rate:
31.11%
Total runs:
56
Run Growth:
25
Growth Rate:
44.64%
Total runs:
54
Run Growth:
14
Growth Rate:
26.92%
Total runs:
54
Run Growth:
12
Growth Rate:
22.22%
Total runs:
53
Run Growth:
5
Growth Rate:
10.00%
Total runs:
52
Run Growth:
-51
Growth Rate:
-98.08%
Total runs:
52
Run Growth:
4
Growth Rate:
8.33%
Total runs:
52
Run Growth:
7
Growth Rate:
14.00%
Total runs:
52
Run Growth:
-76
Growth Rate:
-146.15%
Total runs:
51
Run Growth:
17
Growth Rate:
33.33%
Total runs:
50
Run Growth:
2
Growth Rate:
4.08%
Total runs:
50
Run Growth:
-583
Growth Rate:
-1166.00%
Total runs:
50
Run Growth:
10
Growth Rate:
20.00%
Total runs:
49
Run Growth:
-1
Growth Rate:
-2.04%
Total runs:
49
Run Growth:
13
Growth Rate:
26.53%
Total runs:
49
Run Growth:
9
Growth Rate:
20.00%
Total runs:
49
Run Growth:
11
Growth Rate:
22.45%
Total runs:
49
Run Growth:
-539
Growth Rate:
-1100.00%
Total runs:
49
Run Growth:
10
Growth Rate:
20.41%
Total runs:
48
Run Growth:
15
Growth Rate:
28.85%
Total runs:
48
Run Growth:
48
Growth Rate:
100.00%
Total runs:
48
Run Growth:
5
Growth Rate:
11.36%
Total runs:
48
Run Growth:
8
Growth Rate:
17.39%
Total runs:
48
Run Growth:
-5
Growth Rate:
-10.42%
Total runs:
48
Run Growth:
8
Growth Rate:
16.67%
Total runs:
47
Run Growth:
-1
Growth Rate:
-2.04%
Total runs:
47
Run Growth:
0
Growth Rate:
0.00%
Total runs:
47
Run Growth:
-39
Growth Rate:
-111.43%
Total runs:
47
Run Growth:
-3
Growth Rate:
-6.38%
Total runs:
47
Run Growth:
3
Growth Rate:
6.52%
Total runs:
47
Run Growth:
5
Growth Rate:
11.11%
Total runs:
47
Run Growth:
0
Growth Rate:
0.00%
Total runs:
47
Run Growth:
3
Growth Rate:
6.67%
Total runs:
47
Run Growth:
7
Growth Rate:
14.89%
Total runs:
46
Run Growth:
35
Growth Rate:
76.09%
Total runs:
46
Run Growth:
5
Growth Rate:
10.87%
Total runs:
45
Run Growth:
11
Growth Rate:
24.44%
Total runs:
45
Run Growth:
-6
Growth Rate:
-14.63%
Total runs:
45
Run Growth:
3
Growth Rate:
6.67%
Total runs:
45
Run Growth:
11
Growth Rate:
24.44%
Total runs:
45
Run Growth:
-4
Growth Rate:
-10.26%
Total runs:
45
Run Growth:
-6
Growth Rate:
-13.04%
Total runs:
45
Run Growth:
-625
Growth Rate:
-1388.89%
Total runs:
45
Run Growth:
2
Growth Rate:
4.44%
Total runs:
45
Run Growth:
10
Growth Rate:
22.22%
Total runs:
45
Run Growth:
13
Growth Rate:
28.89%
Total runs:
44
Run Growth:
8
Growth Rate:
18.18%
Total runs:
44
Run Growth:
10
Growth Rate:
22.73%
Total runs:
44
Run Growth:
-18
Growth Rate:
-47.37%
Total runs:
44
Run Growth:
3
Growth Rate:
7.89%
Total runs:
44
Run Growth:
-829
Growth Rate:
-1884.09%
Total runs:
44
Run Growth:
-7
Growth Rate:
-15.91%
Total runs:
44
Run Growth:
8
Growth Rate:
18.18%
Total runs:
43
Run Growth:
9
Growth Rate:
20.93%
Total runs:
43
Run Growth:
15
Growth Rate:
34.88%
Total runs:
43
Run Growth:
0
Growth Rate:
0.00%
Total runs:
43
Run Growth:
-3
Growth Rate:
-6.98%
Total runs:
43
Run Growth:
10
Growth Rate:
24.39%
Total runs:
43
Run Growth:
3
Growth Rate:
6.98%
Total runs:
43
Run Growth:
8
Growth Rate:
18.60%
Total runs:
42
Run Growth:
4
Growth Rate:
9.52%
Total runs:
42
Run Growth:
2
Growth Rate:
4.76%
Total runs:
42
Run Growth:
3
Growth Rate:
7.14%
Total runs:
42
Run Growth:
3
Growth Rate:
7.14%
Total runs:
42
Run Growth:
-2
Growth Rate:
-4.76%
Total runs:
42
Run Growth:
-120
Growth Rate:
-285.71%
Total runs:
42
Run Growth:
6
Growth Rate:
14.29%
Total runs:
41
Run Growth:
1
Growth Rate:
2.44%
Total runs:
41
Run Growth:
3
Growth Rate:
9.09%
Total runs:
41
Run Growth:
-100
Growth Rate:
-263.16%
Total runs:
41
Run Growth:
-19
Growth Rate:
-54.29%
Total runs:
40
Run Growth:
-2
Growth Rate:
-5.00%
Total runs:
40
Run Growth:
2
Growth Rate:
5.00%
Total runs:
40
Run Growth:
5
Growth Rate:
12.50%
Total runs:
40
Run Growth:
-818
Growth Rate:
-2045.00%
Total runs:
40
Run Growth:
3
Growth Rate:
7.50%
Total runs:
40
Run Growth:
-5
Growth Rate:
-13.51%
Total runs:
40
Run Growth:
-229
Growth Rate:
-572.50%
Total runs:
40
Run Growth:
10
Growth Rate:
25.00%
Total runs:
40
Run Growth:
2
Growth Rate:
5.00%
Total runs:
39
Run Growth:
1
Growth Rate:
2.56%
Total runs:
39
Run Growth:
0
Growth Rate:
0.00%
Total runs:
39
Run Growth:
5
Growth Rate:
12.82%
Total runs:
39
Run Growth:
6
Growth Rate:
15.38%